Triple

T11023991
Position Surface form Disambiguated ID Type / Status
Subject Chalco Valley E260567 entity
Predicate preHispanicInhabitants P64786 FINISHED
Object Chalca people
The Chalca people were a pre-Hispanic Nahua group of central Mexico known for their city-states around Lake Chalco and their eventual incorporation into the Aztec Empire.
E906197 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Chalca people | Statement: [Chalco Valley, preHispanicInhabitants, Chalca people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chalca people
Context triple: [Chalco Valley, preHispanicInhabitants, Chalca people]
  • A. Calchaquí people
    The Calchaquí people were an indigenous group of the Andean region in northwest Argentina, known for their advanced agriculture, fortified settlements, and resistance to Inca and Spanish conquest.
  • B. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • C. Sipakapense people
    The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
  • D. Atacameño people
    The Atacameño people are an Indigenous group of the Atacama Desert region in northern Chile and adjacent areas, known for their rich pre-Columbian heritage, oasis agriculture, and enduring cultural traditions.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chalca people
Triple: [Chalco Valley, preHispanicInhabitants, Chalca people]
Generated description
The Chalca people were a pre-Hispanic Nahua group of central Mexico known for their city-states around Lake Chalco and their eventual incorporation into the Aztec Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chalca people
Target entity description: The Chalca people were a pre-Hispanic Nahua group of central Mexico known for their city-states around Lake Chalco and their eventual incorporation into the Aztec Empire.
  • A. Calchaquí people
    The Calchaquí people were an indigenous group of the Andean region in northwest Argentina, known for their advanced agriculture, fortified settlements, and resistance to Inca and Spanish conquest.
  • B. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • C. Sipakapense people
    The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
  • D. Atacameño people
    The Atacameño people are an Indigenous group of the Atacama Desert region in northern Chile and adjacent areas, known for their rich pre-Columbian heritage, oasis agriculture, and enduring cultural traditions.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: preHispanicInhabitants
Context triple: [Chalco Valley, preHispanicInhabitants, Chalca people]
  • A. preHispanicPeople chosen
    Indicates that the subject is a person or group belonging to a population that existed in a region before Hispanic or Spanish colonial influence.
  • B. preHispanic
    Indicates that something existed in, originated from, or is associated with the period before Hispanic or Spanish influence or colonization.
  • C. preHispanicUse
    Indicates that something was used or practiced during the pre-Hispanic period, before Spanish contact or colonization.
  • D. populationEstimatePreContact
    Indicates an estimated size of a population before initial contact occurred between that population and an external group (such as colonizers, explorers, or another culture).
  • E. preIncaInfluence
    Indicates that one entity exerted cultural, political, or technological influence on another during the period before the rise of the Inca civilization.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797be9f148190a3a967bad5947496 completed April 9, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d587dd08190ba466a4ffedde1e0 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
PD Predicate disambiguation batch_69d72e995e008190bbffb314129ed0cd completed April 9, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:25 p.m.