Triple

T21710029
Position Surface form Disambiguated ID Type / Status
Subject Matlatzinca people E535876 entity
Predicate preHispanicPolity P49497 FINISHED
Object Matlatzinca chiefdoms
Matlatzinca chiefdoms were pre-Hispanic regional polities in central Mexico organized by the Matlatzinca people into semi-autonomous, hierarchically governed territories prior to Spanish conquest.
E1498504 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: Matlatzinca chiefdoms | Statement: [Matlatzinca people, preHispanicPolity, Matlatzinca chiefdoms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matlatzinca chiefdoms
Context triple: [Matlatzinca people, preHispanicPolity, Matlatzinca chiefdoms]
  • A. Tlaxcalan polities
    Tlaxcalan polities were a confederation of pre-Hispanic city-states in central Mexico known for their political autonomy, military strength, and pivotal alliance with the Spanish against the Aztec Empire.
  • B. Chinantec communities
    Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
  • C. Chol Maya communities
    Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
  • D. Poqomam Maya communities
    Poqomam Maya communities are indigenous Maya groups in Guatemala who maintain distinct Poqomam language, traditions, and cultural practices.
  • E. Kaqchikel Maya communities
    Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
  • 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: Matlatzinca chiefdoms
Triple: [Matlatzinca people, preHispanicPolity, Matlatzinca chiefdoms]
Generated description
Matlatzinca chiefdoms were pre-Hispanic regional polities in central Mexico organized by the Matlatzinca people into semi-autonomous, hierarchically governed territories prior to Spanish conquest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matlatzinca chiefdoms
Target entity description: Matlatzinca chiefdoms were pre-Hispanic regional polities in central Mexico organized by the Matlatzinca people into semi-autonomous, hierarchically governed territories prior to Spanish conquest.
  • A. Tlaxcalan polities
    Tlaxcalan polities were a confederation of pre-Hispanic city-states in central Mexico known for their political autonomy, military strength, and pivotal alliance with the Spanish against the Aztec Empire.
  • B. Chinantec communities
    Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
  • C. Chol Maya communities
    Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
  • D. Poqomam Maya communities
    Poqomam Maya communities are indigenous Maya groups in Guatemala who maintain distinct Poqomam language, traditions, and cultural practices.
  • E. Kaqchikel Maya communities
    Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: preHispanicPolity
Context triple: [Matlatzinca people, preHispanicPolity, Matlatzinca chiefdoms]
  • A. preColumbianDominantState
    Indicates that a state or polity held primary political, military, or cultural dominance in a given region before the arrival of Columbus in the Americas.
  • B. preHispanic chosen
    Indicates that something existed in, originated from, or is associated with the period before Hispanic or Spanish influence or colonization.
  • C. preHispanicPeople
    Indicates that the subject is a person or group belonging to a population that existed in a region before Hispanic or Spanish colonial influence.
  • D. preColumbianCultures
    Indicates that the subject is associated with cultures that existed in the Americas before the arrival of Christopher Columbus.
  • E. preColumbianSettlement
    Indicates that an entity is a human settlement that existed in a region before the arrival of Christopher Columbus and subsequent European contact.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb5321d34819091f3cd03f7b407c0 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24ad3fe88190ad0a240928367700 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a27c5795c81909e41d7e8e1f95e81 completed May 17, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0a28a016a08190b67eae1e64619b62 completed May 17, 2026, 8:44 p.m.
PD Predicate disambiguation batch_69e6969725bc81908e7ad19619ba2688 completed April 20, 2026, 9:11 p.m.
Created at: April 16, 2026, 6:46 p.m.