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The Quipu, The Pre-Inca
Data Structure

Above center: An illustration from
1615 showing the Fibonacci series 1, 2, 3, 5.
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The Quipu is a
system of knotted cords used by the Incas and its predecessor
societies in the Andean region to store massive amounts of
information important to their culture and civilization.
The colors of the cords,
the way the cords are connected together, the relative placement of
the cords, the spaces between the cords, the types of knots on the
individual cords, and the relative placement of the knots are all
part of the logical-numerical recording. For example, a
yellow strand might represent gold or maize; or on a population
quipu the first set of strands represented men, the second set
women, and the third set children. Weapons such as spears, arrows,
or bows were similarly designated.
The combination of fiber types, dye colors, and
intricate knotting could be a novel form of written language,
according to Harvard anthropologist Gary Urton. He claims that the
quipus contain a seven-bit binary code capable of conveying more
than 1,500 separate units of information.
Quipus were knotted ropes
using a positional decimal system. A knot in a row farthest from the
main strand represented one, next farthest ten, etc. The absence of
knots on a cord implied zero.
Quipucamayocs, the
accountants of the Inca
Empire (called Tahuantinsuyu in old spelling Quechua) created
and deciphered the quipu knots. Quipucamayocs were capable of
performing simple mathematical calculations such as adding,
subtracting, multiplying, and dividing information for the
indigenous people.
In the absence of written
records the quipus served as a means of recording history and passed
on to the next generation, which used them as reminders of stories.
An thus these primitive computers - quipus - had knotted in their
memory banks the information which tied together the Inca
empire.
Hiram Bingham, the American
explorer who found the ruins of Machu Picchu in 1911, wrote:
"The Incas had never
acquired the art of writing, but they had developed an elaborate
system of knotted cords called quipus. These were made of the wool
of the alpaca or the llama, dyed in various colors, the significance
of which was known to the magistrates. The cords were knotted in
such a way to represent the decimal system and were fastened at
close intervals along the principal strand of the quipus. Thus an
important message relating to the progress of crops, the amount of
taxes collected, or the advance of an enemy could be speedily sent
by the trained runners along the post roads." ‘Lost City of the Incas, The Story of Machu Picchu
and its Builders’ by Hiram Bingham.

Hiram Bingham at Machu Picchu, 1911 The
inspiration for Indiana Jones?
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The
Quipus and The Royal Commentaries of the Inca
In 1609, the Inca Garcilaso
de la Vega published the first volume of his Royal
Commentaries of the Incas in Lisbon. He wrote:
The word
quipu means both knot or to knot; it was also
used for accounts, because they were kept by means of the
knots tied in a number of cords of different thicknesses and
colors, each one of which had a special significance. Thus,
gold was represented by a gold cord, silver by a white one,
and fighting men by a red cord.
When
their accounts had to do with things that have no color - such
as grain and vegetables - they were classified by categories,
and, in each category, by order of diminishing size. Thus, to
furnish an example, if they had had to count the various types
of agricultural production in Spain, they would have
started with wheat, then rye, then peas, then beans, and so
forth. In the same way, in order to make an inventory of the
arms of the imperial army, they first counted the arms that
were considered to belong in a superior category, such as
lances, then javelins, bows and arrows, hatchets and maces,
and lastly, slings, an any other arms that were used. In order
to ascertain the number of vassals in the Empire, they started
with each village, then with each province: the firs cord
showed a census of men over sixty, the second, those between
fifty and sixty, the third, those from forty to fifty, and so
on, by decades, down to the babes at the breast.
Occasionally other, thinner, cords of the same color,
could be seen among one of these series, as though they
represented an exception to the rule; thus, for instance,
among the figures that concerned the men of such and such an
age, all of whom were considered to be married, the thinner
cords indicated the number of widowers of the same age, for
the year in question: because, as I explained before,
population figures, together with those of all the other
resources of the Empire, were brought up to date every
year.
According to their position, the knots signified units,
tens, hundreds, thousands, ten thousands and, exceptionally,
hundred thousands, and they were all as well aligned on their
different cords as the figures that an accountant sets down,
column by column, in his ledger. Indeed, those men, called
quipucamayus, who were in charge of the quipus, were
exactly that, imperial accountants.
The
number of quipucamayus scattered throughout the Empire, was
proportional to the size of each place. Thus the smallest
villages numbered four, and others twenty, or even thirty. The
Incas preferred this arrangement. even in places where one
accountant would have sufficed, the idea being that, if
several of them kept the same accounts, there was less risk
that they would make mistakes.
Every year, an inventory of
all the Inca's possessions was made. Nor was there a single
birth or death, a single departure or return of a soldier, in
all the Empire, that was not noted on the quipus. And indeed,
it may be said that everything that could be counted, was
counted in this way, even to battles, diplomatic missions, and
royal speeches. But since it was only possible to record
numbers in this manner, and not words, the quipucamayus
assigned to record ambassadorial missions and speeches,
learned them by heart, at the same time that they noted down
the numbers, places and dates on their quipus; and thus, from
father to son, they transmitted this information to their
successors. The speeches exchanged between the Incas and their
vassals on important occasions, such as the surrender of a new
province, were also transmitted to posterity by the amautas,
or philosophers, who summarized them in simple, clear fables,
in order that they might be implanted by word of mouth in the
memories of all the people from those at court to the
inhabitants of the most remote hamlets. The harauicus,
or poets, also composed poems based on diplomatic records and
royal speeches. These poems were recited for a great victory
or festival, and every time a new Inca was knighted.
When
the curacas and dignitaries of a province want to know some
historical detail concerning their predecessors, they asked
these quipucamayus, who were, in other words, not only the
accountants, but also the historians of each nation. The
result was that the quipucamayus never let their quipus out of
their hands, and they kept passing their cords and knots
through their fingers so as not to forget the tradition behind
all these accounts. In fact, their responsibility was so great
and so absorbing, that they were exempted from all tribute as
well as from all other kinds of service.
All
laws, ordinances, rites, and ceremonies throughout the Empire
were recorded by these same means.
When my
father's Indians came to town on Midsummer's Day to pay their
tribute, they brought me the quipus; and the curacas asked my
mother to take note of their stories, for they mistrusted the
Spaniards, and feared that they would not understand them. I
was able to reassure them by re-reading what I had noted down
under their dictation, and they used to follow my reading,
holding on to their quipus, to be certain of my exactness;
this was how I succeeded in learning many things quite as
perfectly as did the Indians.
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Illustrations from
1615 by The "Indian Chronicler" Felipe Guaman Poma de Ayala about
the quipu. Finding his most persuasive medium to be the
visual image, he organizes his 1200-page Nueva corónica y buen
gobierno (New Chronicle and Good Government) around his
398 pen-and-ink drawings, all skillfully executed by his own
hand. For the archaeologist, Guaman Poma's drawings of native life
under the Incas are like photographs of the past.
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An encounter at a
"Collca" or "Warehouse of the Inca": Tupac Inca Yupanqui
(left) interviews his accountant or warehousekeeper
(right). The warehousekeeper is extending a cord record
or quipu, which contains records of goods in the
storage chambers. | |
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Chief accountant and
treasurer, authority in charge of the quipu of the
kingdom. In the lower left corner, there is an abacus
counting device used with maize kernels on which
computations were performed and later transferred to the
quipu.
The maize kernels are
the first numbers of the Fibonacci series, in
which each number is a sum of two previous: 1, 2, 3,
5. | |
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The native administrator
of resources, with the book and quipu he uses for
accounting. | |
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The Inka’s secretary and
accountant who records the dispositions of the royal
lords. | |
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Reference: Guaman Poma - 'El primer Nueva corónica y buen
gobierno'. |
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Caral: Ancient Peru city
reveals 5,000-year-old 'writing' July 19, 2005, 22:45, SABC News
Archeologists in Peru have found a "quipu"
on the site of the oldest city in the Americas, indicating the
device, a sophisticated arrangement of knots and strings used
to convey detailed information, was in use thousands of years
earlier than previously believed. Previously the oldest known
quipus, often associated with the Incas whose vast South
American empire was conquered by the Spanish in the 16th
century, dated from about 650 AD.
But Ruth Shady, an
archeologist leading investigations into the Peruvian coastal
city of Caral, said quipus were among a treasure trove of
articles discovered at the site, which are about 5,000 years
old. "This is the oldest quipu and it shows us that this
society ... also had a system of "writing" (which) would
continue down the ages until the Inca empire and would last
some 4,500 years," Shady said. She was speaking before the
opening in Lima today of an exhibition of the artifacts which
shed light on Caral, which she called one of the world's
oldest civilizations.
The quipu with its
well-preserved, brown cotton strings wound around thin sticks,
was found with a series of offerings including mysterious
fiber balls of different sizes wrapped in "nets" and pristine
reed baskets. "We are sure it corresponds to the period of
Caral because it was found in a public building," Shady said.
"It was an offering placed on a stairway when they decided to
bury this and put down a floor to build another structure on
top."
Pyramid-shaped public buildings were being built
at Caral, a planned coastal city 180km north of Lima, at the
same time that the Saqqara pyramid, the oldest in Egypt, was
going up. They were already being revamped when Egypt's Great
Pyramid of Keops (or Khufu) was under construction, Shady
said. "Man only began living in an organized way 5,000 years
ago in five points of the globe - Mesopotamia (roughly
comprising modern Iraq and part of Syria), Egypt, India, China
and Peru," Shady said, adding Caral was 3,200 years older than
cities of another ancient American civilization, the
Maya. | |
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Knotty Incan
Accounting Untangled
Source: Science News, August 12, 2005
A ball of
string tied into countless knots could very well be seen as a
source of frustration. But for the ancient Inca civilization,
carefully tied knots formed the basis of a method of
record-keeping known as khipus. Now researchers report that
the ledger system is more complex than previously believed and
includes a way of communicating information to higher-ups in
the well-categorized Incan chain of command between workers
and administrators with higher rank.
Hundreds of
khipus, each consisting of a single strand of wool from which
hundreds to thousands of other knotted strings hang, have been
discovered to date. Gary Upton and Carrie J. Brezine of
Harvard University designed a computer program to analyze the
patterns in 21 khipus recovered from a site in Puruchuco, an
Inca administrative center on the coast of Peru near modern
day Lima. They discovered that certain patterns within the
strings of varying colors and lengths appear to contain
numerical data that represent summations. What is more, the
information is arranged among the khipus in a ranked pattern
with three levels of authority. Information is passed between
them by including the sum from a khipu in one level on a khipu
representing a higher level.
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Quipus of Rapaz
Left, A collection of
Quipus in San Cristobal de Rapaz, Oyon, Lima-Peru.
A project of research
and conservation began in January 2004 with an agreement
between the village and the anthropologist Frank Salomon, of
the University of Wisconsin in the USA. The village agreed to
give access for scientific study in exchange for conservation
help to make the quipus and their environment safer against
deterioration.
Source: The
Khipu Patrimony of Rapaz,
Peru | |
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Quipu as a
central metaphor In Quipu,
Arthur Sze’s eighth book of poetry, he writes with imaginative
rigor and urgency poems that move across cultures and time,
from elegy to ode, to find a precarious
splendor.
Source: Quipu by Arthur Sze
Quipu was a tactile recording device for the
pre-literate Inca, an assemblage of colored knots on cords.
Sze utilizes quipu as a central metaphor, knotting and
stringing luminous poems that each have an essential place and
integrity, each contribute to the recurrent “knotting” in the
book. Sze’s language is taut and startling, and what appears
stable may actually be volatile. In Quipu Sze harnesses the
particulars of our lives and spins them into something
enduring. He makes us envision the terrors and marvels of our
contemporary world in this collection of crucial poems of our
time.
What is “Quipu?”
Quipu means knot
in Quechua, the native language of the Andes. The Incas had a
system of accounting and data recording that relied on the
quipu, a devise in which cords of various colors were attached
to a main cord with knots. The number and position of knots as
well as the color of each cord represented information about
commercial goods and resources. Quipu-makers were responsible
for encoding and decoding the information. The messages
included information about resources in storehouses, taxes,
census information, the output of mines, or the composition of
work forces. Archeologists have recently suggested that
authors used the quipu to compose and preserve poems and
legends. Because there were relatively few words in Quechua,
the cords of a quipu could be used as pronunciation
keys.
In "The Angle of Reflection Equals the Angle of
Incidence," he writes:
Quinoa simmers in a pot; the aroma of cilantro on
swordfish; the cusp of spring when you
lean your head
on my shoulder. Orange crocuses in the backyard form a
line. Once is a scorched site;
we stoop in the grass,
finger twelve keys with
interconnected rings on a
swiveling yin-yang coin, dangle them from the gate, but
no one claims them.
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Conversations:
String Theorist Unraveling a knotty Inca puzzle
Source: Archaeology, A publication of the
Archaeological Institute of America, Volume 58 Number 6,
November/December 2005 .
Khipu, the enigmatic and still undeciphered
record-keeping system of elaborately knotted strings used by
the Inca Empire, has long intrigued anthropologist Gary Urton.
Since 2002, he and his colleague Carrie Brezine, a
mathematician, have maintained the Khipu Database Project at
Harvard University, which corrals all existing khipu
scholarship in one online repository. Most recently, they
announced they may have found the meaning of a particular
sequence of knots. ARCHAEOLOGY spoke with Gary Urton about
mystified Spanish colonials, teaching Harvard students how to
make khipu, and bringing tax records to the afterlife. See
more. | |
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Last updated: January
26,
2007 | |