Khipu Archives: Duplicate Accounts and Identity Labels in the Inka Knotted String Records
The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters
Citation Urton, Gary. 2005. “Khipu Archives: Duplicate Accounts and Identity Labels in the Inka Knotted String Records.” Latin American Antiquity 16 (02) (June): 147–167. doi:10.2307/30042809.
Published Version doi:10.2307/30042809
Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:33702053
Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA KHIPU ARCHIVES: DUPLICATE ACCOUNTS AND IDENTITY LABELS IN THE INKA KNOTTED STRING RECORDS
Gary Urton
Accountsfrom the Spanish chronicles regardingInka record-keepingpractices by means of the knottedstring devices called khipu ("knot") indicate that these accounts were compiled in a system of "checks and balances." Each communityin the empire had a minimumoffour khipu accountants, all of whom are said by the chronicler Garcilaso de la Vegato have kept the same records. This study examines several examples of matching khipu accounts identified among sets of two or three khipu. The identification of matchingkhipu accounts has beenfacilitated by the recent developmentof a khipu database at Harvard University.It is argued that certain three-termnumerical sequences recorded in one set of three matching khipu from Chachapoyas, northern Peru, represent a type of numerical signifier that may have served as identity labels of the informationrecorded in this set of khipu. The long-range objective of this research is to investigate the informationrecorded on khipufrom various provenience zones around theformer Inka Empire that may representthe remains of khipu archives.
Relatos en las cronicas espaiiolas relativas a la prdicticaInka de mantenimientode registrospor medio de dispositivos de cordeles anudados denominadoskhipu ("nudo") indican que estos eran recopiladosdentro de un sistema de "controlesy ba- lances." Cada comunidaden el imperioposeia un minimode cuatro "contadores"o registradoresde khipu,todos los cuales, segin relata cronista Garcilaso de la Vega,llevaban y mantenianlos mismos registros.Este estudio examinadiversos ejemp- los afines y de concordanciacompartida, identificados entre conjuntosde dos o tres ejemplaresde khipu.La identificacidnde registrosde khipucon afinidady concordanciaha sido considerablementefacilitadapor el recientedesarrollo de una base de datos en la Universidadde Harvard.Se plantea que ciertas secuencias numdricasde tres elementos registradasen un con- junto de tres khipus afines de Chachapoyasen el norte del Peru',representan un tipo de significadornumerico que podrian haberfungido o desempentadocomo r6tulos de identidadde la informacidnregistrada en este conjuntode khipus.El objetivo a largo plazo de esta investigaciones la de averiguar la informacidnregistrada en ejemplaresde khipude diversas zonas del antiguo ImperioInka, que pudiesen representarlos remanentesde archivos de khipu.
neintriguing claim made by the chronicler village andfor each sortof calculation,so as of Inka life, Garcilasode la Vega, regard- to avoidfaults that might occur if therewere O ing Inkarecord keeping is thatthe knotted- few,saying that if therewere a numberof them, stringdevices known as khipu("knot") were used they would either all be at fault or none of in a system of checks andbalances. This systemis them [1966 (1609):331;my emphasis]. explainedby Garcilasoas follows: How are we to understandthe meaningof Gar- Although the quipucamayus [khipu- cilaso's claim? For instance, does his statement makers/keepers]were as accurateand honest mean that the four to 30 (or more) khipukeepers as we have said, theirnumber in each village in a given village kept exactly the same records, was in proportionto its population,and how- using the same recording principles and proce- eversmall, it hadat leastfour and so upwards dures?Who would have collated, compared,and to twenty or thirty. They all kept the same (if necessary)corrected the variousaccounts? Was records,and although one accountant or scribe all the informationrecorded on each of thesekhipu wasall thatwould have been necessary to keep duplicatedexactly andcompletely on otherkhipu, them,the Incas preferred to haveplenty in each or mightany two relatedkhipu have contained only
Gary Urton N Departmentof Anthropology,Peabody Museum 58B, 11 Divinity Avenue, HarvardUniversity, Cambridge, MA 02138-2019 ([email protected]).
Latin AmericanAntiquity, 16(2), 2005, pp. 147-167 Copyright@2005 by the Society for AmericanArchaeology
147 148 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005 partialor perhaps overlapping accounts? If we were analysis, I will reflect on how this materialmay to identify what we thoughtwere matchingkhipu relate to what Garcilasohad to say in the account accounts,how could we be certainthat this resulted cited earlierconcerning the multiplicityof record from two differentindividuals recording the same keepersin Inkaadministration and what these prac- informationas opposedto one khipukeeper copy- tices suggestabout the controland manipulation of ing his own account,or even a studentcopying an informationin the empire. accountof a more experiencedrecord keeper? I should clarifythat when I discuss "matching These arejust a few of the manyquestions that khipu,"I amreferring primarily to correspondences arisefrom a considerationof Garcilaso'sstatements in the numericalinformation encoded (i.e., knot- aboutInka record-keeping practices. While students ted) into the cordsof two or threedifferent khipu. of thekhipu have long been awareof thechecks and As has been understoodsince the earlyyears of the balances aspect of Inka khipu recordkeeping, no last century (Locke 1923), the majorityof Inka one to date has paid much attentionto this critical khipu have knots tied into their stringsin hierar- administrativepractice. I will addressthis lacunain chicaltiers that represent increasingly higher pow- khipu studies by consideringseveral examples of ers in the Inka decimal system of accounting khipuaccounts that seem to containif not the same, (Ascher and Ascher 1997; Urton 1997, 2003). In thenvery similardata, and that may, therefore, rep- additionto such knot-basedindicators of numeri- resent surviving examples of the administrative cal values,however, there are severalother means apparatusand practicesattested to in Garcilaso's wherebythe khipu keepers recorded other, or mod- statement.In the courseof this study,we may also ifying, types of information.These additionalsign be ablefor the firsttime to say somethingfairly con- featuresinclude color (bothof camelidhair and of crete about the use of "identitylabels" in khipu differentlycolored cotton), as well as severalforms accounts.We will encountersuch constructionsin of variationand patterningof khipu construction a set of threeduplicate, or matching,khipu samples features, such as material (primarilycamelid or from Chachapoyas,northern Peru. cotton)differences and directional variation in spin- My interestin pursuingthe topic of checks and ning, plying, knotting,and attachingkhipu cords balancesin the Inkakhipu arose from a rathersur- (see Conklin2002; Urton 1994, 2003). We do not prising developmentin a projectthat I am direct- yet understandwhat specific meanings might have ing at Harvard University, which is aimed at been attachedto any one of these latterelements, creatinga searchablekhipu database.' This project, nor of how they might, singly or in combination, which is underthe day-to-daydirection of Carrie have signedmeanings or values in the khipuinfor- Brezine (a mathematician,weaver, and database mation system.3Therefore, although I will occa- manager),is aimedat producing a databasethat can sionally discuss color similaritiesand differences, be queriedfor patternsamong numerous different my primary-and certainlyinitial-focus herewill khipufeatures, such as numbers,colors, anddirec- be on the examination of numerical matches tional variationsin the spin, ply, attachment,and between khipusamples. knotting of strings.A query of some of the first The largerobjective of this studyis to articulate khiputhat were entered into the database-22 sam- andbegin to developan explicitly archival approach ples discoveredat the Lake of the Condorssite, in to the study of the Inkakhipu. Such an approach, Chachapoyas, northern Peru-revealed an whichwas first(to my knowledge)proposed by the extremelyinteresting match of primarilynumeri- greatItalian-Peruvian student of the khipu,Carlos cal informationamong three different khipu. I will Radicatidi Primeglio(1949-50; see Urton2005),4 laterpresent the details of this match.At the time wouldfocus attentionon bringingtogether for com- of our discovery of khipu matches from Lake of parative analysis samples with common prove- the Condors,I was unawareof otherexamples of nance, or ones that actuallyderive from the same this phenomenonin the khipucorpus. However, I archaeological context. The value of such an subsequentlybecame awareof several additional approachwill be that it will (a) encouragecross- matches,and my objectivehere is to describeand collection study of samples with common prove- analyze the examples that are known to me at the nancein museumsaround the world,(b) encourage presenttime.2 On the basis of these dataand their the collection of informationfrom all khipu (pro- Urton] KHIPUARCHIVES 149 vided they are not too fragilefor study)regardless subsidiary,valued "4" on AS 194 (this value could of theirincomplete or fragmentarynature, and (c) have been registeredon the now broken second providethe comparativedata essential to investi- subsidiaryof Pl), and severaldifferences in string gating, in an informedand critical manner,Inka colorsbetween the two khipu.This instance appears record keeping and administrativeprocedures at to be a fairly straightforwardcase of a body of local,regional, and state levels of organization.I will informationrecorded on one khiputhat is repeated returnto the general question of developing an on another.The fact that the color values associ- archive-basedprogram of khipustudies in the con- atedwith the seriesof numberson these two khipu clusions.We begin our studyof khipuchecks and arenot identicalmight indicate that the khipu keep- balancesby looking at severalexamples of pairsof ers who constructedthe two recordshad their indi- matchingkhipu, all of which are from sites along vidual color sign values for indicating some the centraland southcoast of Peru. feature(s)of the identityof the numbersof objects, activities,etc., registeredon theirkhipu. Before too far the line Pairs of Matching Khipu going along interpretive for explainingcolor differencessuggested above, Whatappears to be a straightforwardexample of a however,we shouldrecognize that these two sam- correlationof informationregistered on two dif- ples might, in fact, have been constructedby the ferentkhipu occurs in the collection of the Amer- same person at two differenttimes, or perhapsin ican Museumof NaturalHistory (AMNH) in New relation to two different bodies of information. York.The provenanceof these khipu was said to Accordingto this alternativeexplanation, the same be nearCallango, in the Ica Valley.The two sam- numbersand groupings of individuals(= the num- ples in question, both made of cotton, bear the bers recordedon the pendantstrings) were identi- museumnumbers 41.2/6702 and41.2/6703. These fied in relationto differentcharacteristics (= the khipuhave been partiallydescribed, in tabularfor- stringcolors). Given the present state of knowledge mat,in Marciaand RobertAschers's (1978) Code of Inkarecord keeping by meansof the khipu,we of the Quipu: Databook.5In the Aschers's nota- cannot say what the precise meaningof the color tional system, these two khipu are identified, differences-or even the numericalsimilarities- respectively,as AS 194 andAS 195.6Iwill use these in these two sampleswas. Nonetheless,it seems a latterdesignations in the following discussion. reasonable assumption that this first pair of KhipuAS 194 bearstwo pendantstrings, the first "matched"khipu representsan expressionof the of which (P1) bearsthree subsidiaries. The firstof system of checks and balancesas describedin the the three subsidiaries(Plsl) itself bears two sub- previously cited testimony from Garcilasode la sidiaries (Plslsl/s2). The second pendantstring Vega. (P2) of KhipuAS 194, whichis a blank(i.e., it does The second example of matching khipu not carryany knots), is separatedfrom PI by 21 accounts comes from a pair of cotton khipu cm. The color7and numbervalues of the pendants included in a group of eight samples acquiredby and subsidiarieson AS 194 areshown in Figurela. the Museumfiir Vilkerkunde, in Berlin, in 1904. The other sample in this pair, Khipu AS 195, The provenanceof this set of eight khipuis given containsonly one pendantstring (P1). However,P1 in museumrecords as between Ica and Pisco, on bears three subsidiaries,the first of which (Plsl) the south coast of Peru.8The museum identifica- itself bears three subsidiaries(Plslsl/s2/s3). The tions andinvestigator numbers for the two samples thirdsubsidiary of P1 (= P1s3) is brokenoff from are VA16138A (=AS159) and VA16145A the pendantcord at 4 cm. The colors and numeri- (=AS 173). cal values assigned by the Aschers to the strings KhipuAS159 is composedof a total of 35 pen- composingAS 195 are given in Figure lb. dant strings.The first seven pendantstrings (with As we see in Figures la and b, the numerical any subsidiaries)are diagrammedin a schematic valuesof knots on the pendantsand subsidiariesof fashionin Figure2a. AS 173 is composedof a total AS 194 and 195 are almostidentical. (All knots on of only 13 pendantstrings. In Figure2b, I provide thesetwo khipuare tied as Z-knots).The majordif- a schematic diagram of the first eight pendant ferences are in the absence of a thirdpendant, or stringsand subsidiariesof this sample. 150 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005
2 1 1
62(W) 62(B) 4(B) 4(B) 4(KG:W) ?(LB) 4(B:KG) 4(B-W) ' 8(B) 8(B) 3 ?(LB) (B)
120(W) 120(B)
(a)-AS194 (b)-AS195
Figure 1. Khipu matching pair: AS194 and AS195.7
The seven pendantstrings (P1-7) on AS 159 are provenancebetween Ica and Pisco, while AS 123 identical in terms of their numericalvalues and bearsa provenanceof Ica. These two samplesare their pendant/subsidiarystructure to seven pen- of notablydifferent sizes: AS 114 is composed of dant strings(P2-8) on AS 173. The remainingfive 339 pendantstrings whereas AS 123 bearsonly 70 pendantstrings (P9-13) of AS 173 do not contain strings. Both samples have numeroussubsidiary matches with any segment of the remaining 28 cords on theirpendants, although no subsidiaries pendants(P8-35) on AS 159. Thus, it is as though are present within the two stretches of pendant the firstone-fifth (i.e., P1-7) of AS 159 is replicated stringsexamined here. The values of knots regis- on the majority of AS 173. Said another way, tered on the two segments of pendantcords are AS 173 might have been the source of the infor- shown in Figure3. mationrecorded in the firstpart of AS 159. In this Althoughof very differentsizes, the matching scenario,however, the remainingfour-fifths of the series of 10 pendantcords on these two samples datain AS 159 is unaccountedfor, at least withpre- are found at virtuallythe same locations on their sent information. This raises the question of respectivekhipu; that is, the set of 10 matching whetheror not theremight be otherkhipu with Ica- stringson AS 114is foundon pendants40-49, while Pisco provenancethat recorded other segments of the 10 stringson AS 123 are located on pendants pendantson AS 159, andeven the remainingshort, 41-50. Thus,there are 39 stringspreceding and 290 unmatchedsegment of AS173. We have not yet stringsfollowing the segment from AS 114 under succeeded in identifying such samples from the discussion,and there are 40 stringspreceding and datain our database. 20 strings following the segment shown from The next exampleof matchingkhipu is another AS123. This raises the question: How do the pairfrom the Museumfuir V6lkerkunde in Berlin; remainderof thependant values on thesetwo khipu these are samplesVA16148 andVA47085, which relateto eachother? From a carefulcomparison (see bear(respectively) the Ascher investigator numbers the Ascher tables for AS114 and AS 123 at AS 114 andAS 123. This matchingpair was iden- http://instructl.cit.comell.edu/research/quipu- tifiedin a searchof the khipuentered into the Har- ascher/),we findno additionalsegments that match vard Khipu Database. Khipu AS114 has a (numerically)between these two khipu. Urton] KHIPUARCHIVES 151
cord # 1 isl 2 3 4 5 6 7 ,.,35
knot values: 1 18+2 16+1 16 16 18 12 16 color: (W) (W) (B:W)(B:W) (B:W) (B:W) (B) (B:W)
cord # 1 2 2s1 3 4 5 6 7 8 ...13
KnOT values: 1 1 18+2 16+1 16 16 18 12 16 color: (B:W) (W) (W) (B) (B) (B) (B) (B) (B)
Figure 2. Khipu matching pair: a. AS159 (above) and b. AS173 (below).7
The main similaritiesbetween the two account- respectivehost khipu.This implies thatthe match- ing contexts in which the numberseries defined ing segmentsmay representinformation that came above are located are that:(a) thereis at least one from a commonsource. For example, these match- null (i.e., zero valued)string before and aftereach ing numericaldata could have come fromtwo dif- of our matching segments; and (b) the pendant ferent khipu keepers who were responsible for stringson which the respective10-string segments recordinginformation on the same task or char- are located on the two samples are all the same acteristic(s)of a single accountinggroup, such as color,though the color differsslightly between the the kin-based groups known as ayllus (see two series-that is, the 10 stringsin AS 114 are all Salomon 2002). Alternatively,a section of one of coloredgrayish brown (HB), while those in AS 123 these khipu (e.g., AS 123) could have been the are all grayishyellowish brown(EB) source for the account recordedin the compara- My suppositionis thatthese matching10-string ble section on the other khipu (AS 114). The fact segments may represent"isolable" units within that the remainderof the datarecorded in the two their respective khipu, suggesting that these seg- accountsis differentsuggests thatthe khipukeep- ments could have been accountedfor apartfrom ers who retainedthese recordsshared only this one the informationon the neighboringstrings of their accountingresponsibility. 152 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005
pendant cord # ...40 41 42 43 44 45 46 47 48 49 50.. primarycord AS114 color: all HB value: 40 9 57 30 56 80 21 8 22 12
AS123 color: all EB value: 40 9 57 30 56 80 21 8 22 12
Figure 3. Khipu matching pair: AS114 and AS123.7
Close Matchesor SuccessiveAccountings? In analyzingthe information in Figure5, we see, first,that the color of pairedstrings in the two parts We turnnow to an exampleof matchingkhipu seg- of the khipuare in most cases identical.As for the ments that occurs within one of the samplesjust knotvalues on correspondingstrings in PartsA and discussed-Khipu AS114. Because AS114 con- B, these are identicalin some cases, close in oth- tains a total of 339 pendantstrings, it is impossi- ers, and quite far apartin severalcases. However, ble to representin a diagramevery string along with if one looks downthe lengthof pairedvalues in the theirnumerical and color values.Nonetheless, it is six segmentsof AS 114, PartsA and B, one will be importantfor gainingclarity on this complexkhipu struckboth by the similarityin the overallpairing to illustratein at least a schematicmanner the type of magnitudes and colors registered in the two of comparativeaccount keeping in this sample. halves of this khipu. The illustrationof selected stringsfrom AS 114 The questionthat confrontsus in viewing Fig- thatI will analyze(see Figure4) is arrivedat in the ure 5 is what can this particularpatterning have following manner:If we wereto fold KhipuAS 114 meantto the khipukeeper who was chargedwith into two equalparts, we wouldhave one partcom- keepingthis account in thetwo halvesof his khipu? posed of strings1-169 anda secondpart composed This seems clearlynot to have been an instanceof of strings 170-339. I will referto these half-khipu two differentkhipu keepers at work on separate, parts as (respectively)A and B. However,I must related accounts,as in the situationdescribed by enter a caveat before examining several sets of Garcilasocited earlier.Rather, this seems to be a pairedvalues in the two halves of KhipuAS114. recordof a single accountant'sdetailing, in the two Thereare severalsegments in the pairedhalves of halves of his khipu, two different but similar this khiputhat contain strings with no knots;thus, accountingstates or circumstances.For example, these strings contain no numericalvalues. I will KhipuAS 114 couldbe an accountadjustment, per- eliminatethe segmentsof null valuedstrings in our haps resultingfrom recordinginformation on the analysis(and their illustration). The locationsof the same topic at two differenttimes. The most direct eliminatedsections are indicated in Figure5 by hor- examplewould be drawnfrom a demographiccon- izontallines drawnacross the columnsof thepaired text. For instance,one half (e.g., PartA) of Khipu sets of strings.The locationand quantity of nullval- AS 114 mighthave been the census of the popula- ued stringswithin the six pairedsets can be deter- tion living in some given region aroundpresent- mined by looking at the breaks in the number day Ica at one pointin time andthe otherhalf (Part sequences in the columns labeled "cordnumber" B) could have been the recordof the census of that in the figure.These operationson AS 114 produce same populationmade at anothertime. 11 pairedgroups of strings.We will look specifi- Such a processof countingand recounting pop- cally at the firstsix sets. ulationsand recording the results in khipudescribed Urton] KHIPUARCHIVES 153
A) (B)
Figure4. The two-partorganization of KhipuAS114. above calls to mind the observationson tribute thatis, althoughthe numbersof people in the dif- accountingreadjustments made by CatherineJulien ferentgroups changed in the two differentaccount- (1988) in her seminal study,"How Inca Decimal ing periods,their identities as groupsor classes of AdministrationWorked." Such counts and recounts people remainedthe same. We will returnlater to of populationswere also commonpractices in the the question of identity labels in another set of colonialcensus procedures (for which records were matchingkhipu. kept both in written documents and in khipu) After this expanded analysis of AS114, we known as visitas and revisitas (see Guevara-Gil returnto the earlierdiscussion of thepair of match- and Salomon 1994). It is also instructiveto note ing khipuin Figure3. We saw in thatpair of sam- that, in the early cuneiform tablets from ples that 10-stringsegments on AS 114 andAS 123 Mesopotamia, similar "close matches" occur in containedmatching data. Having now examined the certainaccounting circumstances, for instance,in overall bilateral organization and recording of the debit and credit versionsof tabletspertaining numericalinformation in AS 114, we can focus on to the same transaction,as well as in successive the segmentof Figure5 in the farleft-hand column yearlyaccounts of such thingsas census or tribute labeledSection 2. We now see thatSection 2 in Part records(see Nissen et al. 1993:43).9In sum, I sug- A of AS114 (Figure 5) is the same segment of gest thatthe differencesin numericalvalues in Parts strings that was earlier compared with Khipu A and B in Figure 5 may have been the result of AS 123, in Figure3. I suggestthat what we may be the khipu keeper having recordeddifferent num- viewing in these two figures is an example of a bers of people (or some other variableresource) "sourcekhipu" for a segmentof a larger,summary- within a certaincommunity or region in or around type khipu. The 10-string segment from Khipu Ica at two differenttimes. The colors of stringsin AS123 shown in Figure 3 might represent the the varioussections of the two partsof this sample sourceof theinformation recorded in Section2, Part might have fulfilled identity-labelingfunctions; A of KhipuAS114, in Figure 5. Thus, we might 154 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005
A B
cordnumbertotalvalue subsidiarytotalvalue color cordnumber totalvalue subsidiarytotalvalue color 20
40 40 HB 200 40 HB 41 9 HB 201 10 HB 42 57 HB 202 53 HB 43 30 HB 203 30 HB 2 44 56 HB 204 74 HB 45 80 HB 205 75 HB 46 21 HB 206 22 HB 47 8 HB 207 22 HB 48 22 HB 208 23 HB 49 12 HB 209 21 HB
56 110 B 216 109 B: B 56sl 8 CB:B 216sl 5 CB:B 3 57 10 B 217 101 B 58 88 B 218 110 B 59 76 B 219 98 B: B
66 231 B 226 203 YB: B 67 240 B 227 212 YB: B 4 68 231 B 228 210 YB: B 69 152 B 229 213 YB
80 100 GO 240 100 GO 81 30 GO 241 43 GO 82 32 GO 242 41 GO 83 37 GO 243 33 GO 84 61 GO 244 60 GO 84sl1 10 CB 244sl1 10 CB 5 85
97 5 B 257 4 B 98 5 B 258 4 B 99 2 B 259 4 B 100
Figure 5. Knot values and colors in the first six paired sections of AS114.7 Urton] KHIPUARCHIVES 155
say thatKhipu AS 123 couldhave been the account site of Puruchuco,located in the Rimac Valley, of anayllu-level record keeper, part of whose infor- about 11.5 km northeastof Lima.This cache was mation was incorporatedin Section 2 of AS 114, inside an unslippedolla underthe floor of a small PartA. This would suggestthat AS 114 could have house built against the wall of a large "villa"at been composed from 11 different(ayllu-based?) Puruchuco(Mackey 1970:65-66). The three cot- khipu keepers' accounts, one for each section ton khipu are labeled No. 2, No. 3, and No. 9 in shown in Figure5. Mackey's numberingscheme and are composed Withthe aid of the khipudatabase under devel- (respectively)of 74, 71 and 62 pendantstrings. opmentat HarvardUniversity, we have been able Given the size and complexity of the three to identifyseveral other examples of reassessment, Puruchucokhipu, it is possible only to illustrate or readjustment,khipu accounts similar to thatseen summaryinformation recorded on them (see Fig- in AS 114. Anothersuch exampleis shown in Fig- ure 7a-c). In Figure7, we see the numbervalues ure 6a and b. Figure 6a shows the numericalval- andcolor designations'0 for pendant strings on sam- ues and colors of the 13 stringscomposing khipu ples No. 2 (Figure7a), No. 9 (Figure7b), and No. sample AS1 16, with Ica provenance, in the 3 (Figure7c). This informationwas initiallytaken Museum ffir V61kerkundein Berlin (VA 47125). from CarolMackey's (1970) study.However, Car- Figure6b shows the numbersand colors of strings rie Brezine and I recently undertooka complete on AS 150, a samplealso fromIca in the Berlincol- restudyof thesethree (and all otheravailable) khipu lection (VA 47109). It containsa total of 27 pen- in the Puruchucoarchive (Urton and Brezine 2005; dantstrings. see the data tables of the Puruchucoarchive at: In Figure6, we see thatthe numericalvalues on http://khipukamayuq.fas.harvard.edu/).The khipu thematching segments of thesetwo khipuare iden- labeled No. 9 by Mackey (Figure7b) was not in ticalor very close. However,the differences are reg- the PuruchucoMuseum at the time of our study (I ularin the sense that,when the pairedvalues differ, am unsureof thewhereabouts of this sample).Each the value on AS 116 is alwaysless thanits mate in set of columns in Figure 7 representsthe render- AS 150. Thus, like the two half-khipuaccounts in ing (respectively)of: the color designationnota- AS 114, the two samplesin Figure6 may countthe tions used by Mackey (e.g., Figure 7a = sameitems at two differenttimes; in thiscase, how- CGBC2BC...),and the numericalvalues of knots ever,the numbers of itemscounted will, in all cases, tied onto pendant strings (e.g., Figure 7a = have increasedover the time periodconcerned (if 1113821...) as readeither by Mackeyor by Urton KhipuAS 116 precededAS 150), or they will have and Brezine.A few of my own readingsof numer- decreased(if AS 150 precededAS 116). The colors ical valuesof knotson KhipuNo. 2 andNo. 3 (Fig. of the stringsin this pairare also quite similarand 7a andc) differedfrom those recordedby Mackey containthe same generalpatterning of the alterna- (1970)." Therefore,some of the values in Figure tion of a white (W) stringand a stringcolored either 7 have been changedfrom the values reportedby moderatereddish brown (RB), in AS 116, orbrown- Mackey. ish orange (SB), in AS150. Such consistency in What is immediatelyof interestis the striking color patterningmay indicatethat the two khipu similarity in numericalvalues registeredon the recordedthe same identities,or classes of objects. three khipu in Figure 7. As for the nonmatching numericalvalues on these three khipu, these are to the that obtain Three-Way Khipu Matches keyed particularrelationships between Figure 7a and 7c and the centralkhipu, We have looked at matchesin eithertwo khipuor 7b. Specifically,if a numbervalue does not match the two halves of a single sample. In this section, across all three samples, one or the other of two we will look at two significantlymore complex circumstancesis indicated in Figure 7. In those examplesof matches,each involvingthree khipu. cases in which Khipu No. 9 (Figure7b) shares a The firstis drawninitially from material presented particularnumerical value with KhipuNo. 2 (Fig- by CarolMackey's (1970) KnotRecords inAncient ure 7a), but where this value does not appearon and ModernPeru. The samples were includedin KhipuNo. 3 (Figure7c), an arrowpoints from that an archivecomposed of 21 khipudiscovered at the numberin Figure7a to the correspondingnumber 156 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005
Ica AS116 Ica ASl50
cordnumbertotalvalue color cordnumbertotalvalue subsidiarytotalvaluecolor 1 170 W 1 155 MB 2 64 SB 1s1 2 LB 3 84 W 2 151 W 4 37 AB 2s1 2 LB 5 81 W 3 117 RB 6 9 SB 4 475 W 7 52 W 5 182 W 8 2 SB 6 65 RB 9 26 W 7 87 W 10 2 AB 8 38 RB 11 27 AB 9 92 W 12 2 AB 10 10 RB 13
Figure 6. Khipu matching pair: a. AS116 and b. AS150.7 Urton] KHIPUARCHIVES 157
Figure 7. Three matching khipu from Puruchuco.7 158 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005 in Figure7b. This is intendedto suggest thatFig- keeper who retainedthe khipu in Figure 7b was ure 7a may have been the sourcefor that particu- charged with resolving differences between the lar numericalvalue in the Figure7b sample.And khipu keepers who constructed the accounts second, in a few cases, the khipu in Figure 7b recordedin the samples in Figures7a and 7c and (KhipuNo. 9) containsnumbers that are not found that he/she more commonly agreed with or in either KhipuNo. 2 or No. 3; in such instances, acceptedthe data providedby 7a than those pro- these numbersin Figure7b are shaded.This latter vided by 7c. notationis meantto indicatethat this value is unique A thirdobservation that would seem to support to khipu No. 9 (and perhapswas obtainedfrom the interpretationgiven aboveis thatthe colorcod- some othersource). It shouldalso be statedthat no ing used by the Figure7b khipukeeper was more values are sharedonly betweenKhipu No. 3 (Fig- similarto thatused by the makerof the khipuin 7a ure 7c) and Khipu No. 9 (Figure7b), and no val- thanit was to thatused by the makerof the khipu ues exist both in Figure7a and Figure7c that are in 7c. Specifically,the khipu in Figure 7b most not also found in Figure 7b. As a result of these commonly resortsto the color sequence: BAG2 observations,we can concludethat the khipu in Fig- (see Note 10 for translationof Mackeycolor nota- ures 7a and7b aremost alikeand that those in Fig- tions); the Figure 7a khipu also commonly uses ures 7a and 7c are least alike. BAG2, but with an occasionaladdition (at the top What do the above observationssuggest about of the column) of BCG2 (see Note 10); the khipu the relationshipsamong these three khipu from in Figure7c, on the otherhand, primarily displays Puruchuco?I contend, first, that the three khipu the color patterninglabeled BCG2 andcontains no depicted schematicallyin Figures 7a-c represent instanceof thecolor sequence BAG2. Thus, the Fig- differentversions of the same accountingcircum- ure7b khipumost commonly shares both its numer- stance. For example, these may be the khipu of ical valuesand its colordesignations with the khipu three differentkhipu keeperscharged with keep- in 7a, while also sharing much of its numerical ing the same account,as Garcilaso'sstatement at (thoughnot its color) informationwith thatin 7c. the beginningof this articlesuggests occurred quite In summary,I arguethat Figures 7a-c representa commonly in Inkarecord keeping. set of khiputhat were the productsof datacollec- It is importantto statethat the numericalvalues tion and accounting adjustments that went on on the three khipu in Figure 7 are, on the whole, amongeither two or threekhipu keepers who were close enough to each otherthat I do not think we charged,as Garcilasosuggests they always were, are confrontedhere with a more complex, three- with "keepingthe same account." khipu version of the kind of pairedaccounts dis- Our second example of a three-waygroup of cussed in the precedingsection. It was arguedthere matchingkhipu comes fromthe northernPeruvian thatthe differencesin thoseparticular paired khipu (Chachapoyas)site of Lakeof the Condors(Lerche (see especially Figures5 and 6) resultedfrom dif- 1999; von Hagen 2000; von Hagen and Guilldn ferentrecords produced in successiveaccountings. 1998). An archiveof 32 khipu was includedwith In the case of the threekhipu shown in Figure7, I the 220 mummy bundles and associated burial think that the values recordedare close enough goods foundin two rockoverhang sites aroundthe among themselves to supportthe suggestion that lake.Ten were too fragileand fragmentary to allow these are three differentversions drawnfrom the for examination.Thus, 22 khipufrom this site are same accountingepisode, or circumstance. available for study (see descriptions at http:// Second, I suggest that the accountsin Figures khipukamayuq.fas.harvard.edu/). 7a and 7b were more similar to each other than Because they were found with relativelygood those between either 7a and c or 7b and c either archaeologicalcontext, the Lake of the Condors because the khipu keepers who constructedthe khipuseemed to offergreat promise in allowingus khipu in 7a and 7b saw things more nearly alike to identify matchesof numericaland other types (and differentlyfrom the khipu keeper who con- of informationamong samples. During the first structedthe khipu in 7c) or because the khipu in week after we had begun queryingthe data from 7b was the "adjusted,"or "standardized,"account. the Chachapoya archive in our database, we The lattersuggestion would imply that the khipu encountered a quite remarkableset of matches Urton] KHIPUARCHIVES 159 amongthree of the samples:UR6, 9, and21.12Now, 1997;Espinoza S. 1967;Urton 2001). I wouldnote I have previouslypublished an extensive analysis thatthe populationthat lived in the immediatearea of one of these khipu-UR6 (Urton2001). In that of Lakeof the Condorsat the time of the conquest study,I arguedthat this largeand elaboratekhipu was composedof peoplebelonging to theChilchos representeda two-year calendarthat was used in ethnicgroup and that the Chilchoswere organized the organizationand accountingof tributelabor in into nine ayllu (Lerche 1995). Thus, Khipu UR6 centralChachapoyas in late prehispanicand pos- may representan accountof the laborservice per- sibly early colonial times. I will begin by briefly formed by the Chilcho mit'ayuq (state service reviewingthe featuresof this sample that led me workers)either over two differentyears, or in two to the calendricalhypothesis, as this will set the differentaccounting groups (one of approximately stage for the analysis of the matchesrecently dis- 1,000 and anotherof approximately2,000 work- coveredbetween KhipuUR6 and two other sam- ers) in a single year,during late prehispanictimes. ples. With this background,we turnto the matches KhipuUR6 is composedof a total of 762 pen- that were recentlyidentified between KhipuUR6 dant cords;730 of these cords are organizedinto andtwo othersfrom the archiveat Lake of theCon- 24 sets of strings,each set of which is made up of dors.Table 1 presentsthe author'srecord of numer- 29 to 31 pendantcords. The magnitudeand range ical values registeredin the knots tied into all the of the numbersof cords suggestedto me thatthey pendantcords of UR6. (Note:Pendant strings with might represent a frameworkof 24 month-like null value are eliminatedfrom the accountingin units.The 24 sets of cordsare composed of paired Table 1.) Table1 is dividedinto fourhalf-year seg- groupsof: (a) 20, 21, or 22 pendantcords thatare ments, labeled (a)-(d). The groups of numbers attacheddirectly to the primarycord; and (b) 8, 9, below the dottedline in Table 1 representthe knot or 10 pendantcords attached to the maincord indi- valueson pendantscords in thissection of thekhipu rectly,by means of what I refer to as "loop pen- that do not conformto the calendricalstructure of dants."Loop pendantsare composed of pendant UR6. cords attached to a string whose two ends are The segment of the calendarthat we will be attachedto the primarycord; thus, the string,with most directlyconcerned with here, as it contains its attachedpendant cords, hangs down (in a "loop") the informationmatching two other khipu, is an from the primarycord (see Urton 2001:136-138, approximatelyfour-month period that extends from Figures 5 and 7). I arguedthat the 730 pendant nearthe beginning of thethirteenth through the end stringsorganized into 24 month-likesets, each com- of the sixteenthmonths. This is the portionof Sec- posed of 29-31 pendantcords, provideda calen- tion (c)-the thirdsix-month period of thetwo-year dricalframework for accountingfor tributelabor calendar-that appearsin bold italicsin Table 1. (I overa periodof two twelve-monthsolar years (i.e., will explain below why several additionalsets of 2 x 365 = 730). The calendricalstructure of Khipu numbersinside and outside the italicized section UR6 is shown in schematic form in Figure 8. in Table 1 are underlined.) Groupsof pendantstrings that do not conformto The two khiputhat matchthe four-monthsec- the month-likeorganization of pendantstrings in tion of datain bold italics in Table2 are UR9 and KhipuUR6 are circled. UR21. Thesethree samples are brought together in I also documentedin my earlierstudy that the the threegroups of columns in Figure9. Each set numericalvalues of knotstied into the 730 pendant of columnsin Figure9 containsthe cordnumbers stringsthat compose thetwo-year calendar contain andtheir respective numerical values and color(s). a total count of 2,962.13I suggestedthat this knot In Figure 9, the left-handset of columns pertains counttotal represented an actualaccounting of the to KhipuUR9, the centralset of columnsis taken ideal organizationof tresguarangas (3,000 tribute from the four-month segment of UR6 defined payers)that were said, in Spanishdocuments pro- above, and the right-handset of columns pertains ducedin this regionduring the 1540s-70s, to have to UR21. The designation"LP_," which appears been enumeratedon a khiputhat was at thattime in the left handcolumn in the centralset of columns in the possession of a native Chachapoyakhipu (i.e., UR6), refersto "LoopPendants" (see above). keeper in the area named Guaman (Schjellerup The similaritiesbetween the numericalvalues 160 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005
Pendant/Loop Pendant Pairs (1) 20 9 (1) 21 9 21 (a) 9 =179 21 9 21 9 21 9 One =362 21 Year 9 21 10 22 9 (b) 22 =183 8 21 9 22 9 .730 + 2 . 365 21 9 22 9 22 9 (c) (4) =185 22 9 22 9 22 9 Two =368 22 Year 9 22 9 22 8 (d) 22 =183 9 22 8 21 9 4 2 5 2 5 Figure 8. The calendrical organization of pendant strings on Khipu UR6. Urton] KHIPUARCHIVES 161
Table 1. NumericalValues on Khipu UR6. UR 6 (a) 2, 1, 1, 1, 1, 13, 1, 1, 1, 1, 1, 9, 2, 1, 2, 2, 4, 1, 2, 5, 1, 4,1, 15, 2, 1, 1, 7, 1, 7, 12, 30, 65, 20, 1, 1, 2, 1, 1, 15, 10, 1, 3, 1, 1, 4, 2, 1, 1, 2, 1, 12, 2, 15, 3, 3, 2, 4, 1, 1, 1, 4+3, 1, 1, 1+1, 3+3, 1, 1, 1, 1, 10, 2, 1, 11, 2, 7, 2, 7, 2, 8, 2, 1+1, 2, 1, 1+1, 3+2, 1, 1, 1, 1, 1, 6, 1, 2, 1, 1, 2+1, 4, 9, 2, 5, 2, 9, 2, 2, 18+2, 2, 4+2, 2, 16+4, 1, 10+3+6, 521, 10+8+6, 1, 1, 2, 2, 2, 7, 1, 1, 10, 3, 7, 3, 2, 2, 14, 2, 1, 7, 2, 1, 6, 1, 30, 80, 20, 1, 3, 2, 1, 3, 1, 1, 1, 10, 18, 2, 1, 1, 1, 1, 1,6, (b) 1, 1, 3, 1, 3, 1, 8, 6, 9, 8, 3, 1, 2, 1,2,4, 11,1, 1, 2, 6, 1, 1, 1, 13, 9, 7, 6, 2, 8, 2, 5, 1, 9, 1, 15, 40,2, 2, 2, 2, 2, 3, 3, 9, 3, 2, 1, 12, 1, 6, 1, 6, 9, 19, 2, 1, 9, 4, 4, 1, 1, 20, 71, 35, Table 2. IdentityLabels in KhipuUR6. 2, 2, 2, 3, 1, 1, 4, 1, 2, 1, 3, 1, 15, 21, 2, 5, 1, 1, 1, 5, 1, 5, (a) 2, 2, 1, 1, 3, 3, 1, 13, 1, 3, 4, 3, 10, 9, 10, 5, 30-65-20 2, 3, 5, 1, 30-80-20 2, 1, 2, 2, 1, 2, 10, 1, 7, 1, 1, 6, 10, 5, 15, 5, 7, 1, 5, 1, 5, 1, 12,3520, (b) (c) 15-40-22 2, 1, 1, 2, 2, 8, 1, 2, 9, 2, 5, 1, 2, 7, 14, 20-71-35 2, 1, 8, 4, 3, 1, 1, 20, 61, 20, 12-35-20 2,1, 3,2, 3, 1, 2, 1, 14, 16, 4, 2, 1, 1, 4, 1, 1, 5, (c) 1, 1, 2, 1, 1, 4, 7, 1, 2, 1, 1,3, 3, 11, 10, 3, 3, 20-61-20 2,1,3,1,5,1, 1, 1, 1, 1, 10, 9, 10-40-160 2, 2, 3, 2, 7, 1, 3, 1, 1, 1, 6, 11, 5, 7, 5, 10-40-16 6, 1, 5, 1, 5, 1, 1, 11, 35, 20 1, 1,, 1, 2, 2, 3, 2, 2, 2, 5, 4, 4, (d) 1, 4, 1, 1, 2, 1, 10, 40, 16, 10-30-10 1, 1, 1, 1, 2, 1, 2, 1, 2, 2, 5, 2, 5, 10-30-10 191, 1, 5, (d) 1, 1, 1, 3, 1, 1, 2, 3, 4, 4, 5, 2, 1, 1, 1, 3, 1, 1, 1, 1, 2, 2, 1, 3, 1, 4, 8, 3, 3,3, 5, 1, 3, 1, 3, 1, 1030, 10, 1, 2, 1, 1, 1, 1, 1, 1, 3, 5, 1, 1, 1, 2, 1, 3, 1, 1, 2, 1, 3, 2, 4, 4, 1, 3, 1, 3, 1, 1, 1, 1,2,3, 1, 1, 2, 1, 1, 1,2,6,4,7, 5, 4, 1, 3+1, 1, 2, 10, 1, 30, 2, 10, 1, 1, 1, 1, 1, 2, 3, 3, 1, 3, 1, 2, 3, 20, 7,
1, 1, 1, 4,4, 2,2,2, 1, 1, 1, 1, 1, 1, 2+1 162 LATINAMERICAN ANTIQUITY [Vol. 16, No. 2, 2005 registeredin the threekhipu shown in Figure9 are that these ancestralmummies, along with their striking.On the basis of these similarities,I argue khipu,may havebeen located elsewhere in the cen- that UR9 and UR21 may representdifferent ver- tral Chachapoyasregion. sions, drafts,or cross-references(in the Garcilas- It is relevantto note that accountingin four- can sense) of the information contained in the month periods,as in khipu samples UR9, UR21, four-monthsegment of UR6. How mightthis com- and a segmentof UR6, was apparentlya standard plex set of matchingnumerical values on threedif- featureof Inkarecord-keeping practices. Such an ferent khipu from the archive at Lake of the accountingperiodicity is suggested,for instance, Condorshave come about?Phrased another way, in the testimony of Polo de Ondegardo whatcan this exampleof matchingkhipu accounts (1916:146-147), who says thatin Inkatimes, peo- teach us about Inka record-keepingpractices, at ple deliveredtheir tribute to Cusco on threeocca- least in this far northernregion of the empire?I sions throughout the year; this suggests a 3 x believe thereare two featuresof this set of match- 4-month accounting periodicity (= 12 months). ing khiputhat we shouldfocus on in orderto arrive Juande Matienzonotes a similaraccounting peri- at an interpretationof the types of information odicity in early colonial times as follows: recordedon these three samples and the way the if anyIndian requests something or accusesa information registered on them may have been principalof something,he cannotdo so before compiled, compared,and synthesized. the 'alcaldes' but [he must do it] The firstfeature I stressis thatthe match between (mayors), beforethe Spanish 'Corregidor,' and, if he [the samplesUR9 and UR21 with UR6 involves about Corregidor] is not available, before the a sixth of the data (i.e., four out of 24 months) Tucuirico,so thathe [theTucuirico] puts it in recordedon whatI hypothesizedearlier was a trib- his quipofor the record, and every four months utary calendar-UR6. Building on this earlier he goes withthe quipo to the Corregidorin the hypothesis,I now suggestthat UR9 andUR21 rep- city, so that he [the latter]expediently does resentaccounts of ayllu laborersthat were retained justice about the complaints that he [the by two khipu keepers who were responsiblefor Tucuirico]brings by the quipo,without hav- recordinginformation pertaining to one or more ing to receivethose who madethe complaints aylluswhose serviceduty (or duties) fell duringthe when these are small things [Matienzo four-monthperiod in question.The two ayllu-level 1967:55; translatedby R. T. Zuidema;my khipu keepers who retained samples UR9 and emphasis]. UR21 would have reportedthe contents of their respectivekhipu to a third,probably higher level, Thus,the factthat UR9 andUR21 containsome khipukeeper. The latterofficial-i.e., the khipuka- mannerof accountingduring what appearsto be a mayuq who retainedUR6-would have had the four-monthsegment of UR6 accordswell withwhat responsibilityfor coordinatingthe accounts that we learn from the chroniclers about Inkaic and came in to him from the khipu-keepersof numer- early colonial accountingperiodicities and prac- ous, differentayllus. All of this informationwas tices.14 then synthesizedinto the single summaryaccount- The second point that I want to focus on con- ing knottedinto khipuUR6. cerns a particulargroup-what I would term a This generalinterpretation of correspondences class-of numbers contained in these three among the three Chachapoyakhipu implies that accounts. The two such three-termsets that are additionalayllu-based khipu accounts may have located within the matchingkhipu we have been existedfrom which the groupsof workersassigned examining(Figure 9) are:20-61-20 and 11-35-20. to the other20 monthsrecorded in UR6 weredrawn The firstof these three-termnumber sets is found up. We have studiedclosely the otherkhipu found in Table1, Sectionc, at the end of line two; the sec- at Lake of the Condors,but have not to date iden- ond set is at the end of the highlightedsequence of tified potential"source khipu" for othersegments numbersin Table 1 (i.e., Section c, line 9). As the of UR6. Thismay imply that these ayllu-level khipu numericalvalues in thehighlighted section of Table records were perhaps stored with the ancestral 1 reveal,these two three-termnumber sets contain mummiesof the otherayllus from the region and valuesthat, while not largeby an absolutestandard, Label MatchMatch
Identity Exact Close Legend 1 .----,:;
AB AB MB AB - : :
colorMB MB MB MB:AB ABMB:AB MB MB MB MB MB MB AB MB MB AB AB MB MB KB MB AB MB MB GG MB MB:AB KBMB AB MB MB MB GG MB GG MB AB RL GG AB MB MB AB AB MB MB AB MB KB GG MB MB MB RL
1 1 2 1 1
value1 1 1 1 1 1 1 1 1 8 1 2 8 6 2 5 1 2 14 2 1 8 4 3 1 2061 20 1 2 1 1 1 1 1 1 1 1 1 1 2
att V U V V V V V V V V V R R R R R R R R R V R V R V V R V V V V U V V V V V V V U V V U V V V V V V V V V U V V
UR21 1 1s1 10 11 12 13 14 15 16 17 18 19 cord 2 3 4 5 6 7 8 9 20 21 22 23 24 25 26 27 28 29 30 31 31s132 3334 35 36 37 37s138 39 39s140 41 42 43 44 45 46 47 48 48s149 :50
AB MB : : color MBMB MB MB VR MB MB MB MB MB MB MB MB MB MB MB MB MB MB MB GG MB KB MB MB MB MB GG MB MB MB VR MB MB MB MB VR MB MB MB MB MB MB MB MB MB MB MB MB KB MB KB 1
2 1 8 4 3 1 20 6120 1 14 value 2 1 1 2 2 8 1 2 9 2 5 1 2 7 14 2 1 3 2 3 2 1 16 att V V V V V V V V V V V V V V V V V V V V V R R R R R U V R R R V V V V V V V V V V V V V V V U V V V U V
UR6 cord 256257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 LP12s1 LP12s2LP12s3LP12s4 LP12s5 LP12s5s1 LP12s6 LP12s7 LP12s8LP12s9 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 291s1 292293 294 294s1 295
MB MBMB MB MB ABAB MB AB MBAB MB GG : : : : : : : : : : : : : color MBMB MB MB VR MB AB AB MB MB AB KB RL KB MB AB AB RL GG MB KB RL GG AB AB RL MB RL GG RL KB AB MB MB AB MB MB MB MB MB AB MB MB MB MB MB MB KB MB MB MB MB
1 1 value 12 1 2 2 8 1 2 8 7 2 5 1 2 14 2 1 8 4 3 1 2061 20 1 1 2 1 3 2 4 16 2 1
att R V R R U R R R R R R U V R R R R R R R R R V R R R U R R R R R U R R R R R R R R R R R R R R R U R R R
UR9 cord 143142 141 140 139 138 137 136 135 134 133 132 131 130 129 128 127 126 125 124 123 122 121 120 119 118 117s1 117116 115 114 113 112 111 110 109 108 107 106 105 104 103 102 101 100 99 98 97 96s196 95 94 AB AB AB AB AB : : : : :
MBMB MB GG KB MB AB KB GG MB GG MB MB GG MB GG MB AB MB MB GG MB MB GG MB AB KB RL GG AB MB KB MB AB MB MB MB GG AB MB KB KB AB MB MB GG AB MB AB MB AB MB GG MB GG AB MB GG KB AB MB GG
13 1 1 1 1 3 1 1 1
1 14 4 1 1 4 1 1 5 1 1 1 1 1 1 1 2 1 1 1 1 1 4 5 9 1 1 1 3 8 2 3 2 1 3 1 5 1 1 1 10 9 1 1 1 1 1 1 1 1 1
V V U V V V V V V V V R V U V U V V U V V V V U V V U V V V V V V V V V U V V V V V V V V V V V V V V V U V U V V V V V V U
51 52 52s153 54 55 56 57 58 59 60 61 62 62s163 63s164 65 65s166 67 68 69 69s170 71 72 73 74 75 76 77 78 79 80 81 81s182 83 84 85 86 87 88 89 90 91 92 93 94 95 96 96s197 97s198 99 100101 102 103 103s1
MB AB KB AB MB AB : : : : :
ABMB GG KB MB AB MB MB GG AB KB GG VR KB MB MB KB VR MB AB MB MB MB AB MB KB MB AB AB MB KB MB KB MB KB GG KB KB AB MB MB GG MB KB KB MB KB KB MB MB MB VR MB AB MB MB VR MB AB MB MB MB
4 1 1 1 3 2 1 3 1 5 1 1 1
4 2 1 1 1 2 1 1 4 7 1 2 1 3 11 10 3 3 1 1 10 9 2 2 3 2
V V V V R R R R V R R V V V V V V V V V V V V V V V V V U V V U V V V V V R R R R V R R R V U V U V V V R R R R R R R R R R
296297 298 LP13s1 LP13s2LP13s3 LP13s4 LP13s5 LP13s6 LP13s7 LP13s8 LP13s9 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 314s1 315 316 316s1 317 318 319 320 LP14s1 LP14s2LP14s3 LP14s4 LP14s5 LP14s6 LP14s7 LP14s8 LP14s9 321 321s1 322 322s1 323 324 325 326 327 328 329 330 331 332 333 334 335
MBAB AB MB MBGG MB KB MBMB MB MBMB MB : : : : : : : : : : : : :
MBMB GG GG: GG KB KB MB AB MB MB GG AB GG AB MB AB MB MB MB AB MB MB MB AB MB MB AB MB MB MB MB MB MB GG GG AB MB MB MB MB MB GG AB KB AB MB MB MB MB MB VR MB AB MB MB MB MB MB MB KB GG
14 1 1 3
4 2 1 1 4 1 5 1 1 2 1 1 4 7 11 1 2 1 3 10 4 3 2 1 3 5 1 2 3 2 7 1 3 11
U R R R R V R R R R V U R R R R R R R R R R R R R R R V R U R R U R V V V R R R R R V R V V R R V V V V V V V V V V V V V V
93s193 92 91 90 89 88 87 86 85 84 83s183 82 81 80 79 78 77 76 75 74 73 72 71 70 69 68 67 66s166 65 64s164 63 62 61 60 59 58 57 56 55 54 53 52 51 50 49 48 47 46 45 44 43 42 41 40 39 38 37 36
Figure 9. Three matching khipu from Lake of the Condors.7 AB W AB AB AB : : : : :
MBAB MB AB MB GG MB GG AB MB GG KB AB MB GG MB GG AB AB GG KB MB GG AB AB MB KB AB AB AB MB BL KB KB KB AB AB AB MB MB MB MB GG MB AB AB MB GG AB AB AB AB AB AB AB MB AB
1 1 1 1 1 1 1 10 9 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 6 1 2 9 1 1 1 6 3 7 6 6 1 5 11 5 1 1135 20
V V V V V U V U V V V V V V U V U R V V R V U V R V V V V V V V R R R V V R R U R R R R R R R R V V V V V V R V V
92 93 94 96 96s197 97s1 99 100101 102 103 103s1 104104s1 106 107 108 109 109s1 110111 112 113 114 115 117118 119 120 121 122 123 124 125 125s1 126127 128 129 130 131 132 133 LP1 LP1s1 LP1s2LP1s3 LP1s4 LP1s5 LP1s6 LP1s7 LP1s8