Triple

T1232490
Position Surface form Disambiguated ID Type / Status
Subject Central Mexico E26473 entity
Predicate preColumbianCulture P3032 FINISHED
Object Matlatzinca culture
The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
E145138 NE FINISHED

How this triple was built (4 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 culture | Statement: [Central Mexico, preColumbianCulture, Matlatzinca culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matlatzinca culture
Context triple: [Central Mexico, preColumbianCulture, Matlatzinca culture]
  • A. Mixtec civilization
    The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
  • B. Zapotec civilization
    The Zapotec civilization was an influential pre-Columbian culture of southern Mesoamerica, centered in the Oaxaca Valley and noted for its early writing system, monumental architecture, and complex urban centers like Monte Albán.
  • C. Tarascan (Purépecha) civilization
    The Tarascan (Purépecha) civilization was a powerful pre-Columbian Mesoamerican culture centered in western Mexico, noted for its sophisticated metallurgy, strong military state, and successful resistance to Aztec expansion.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • 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 culture
Triple: [Central Mexico, preColumbianCulture, Matlatzinca culture]
Generated description
The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matlatzinca culture
Target entity description: The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • A. Mixtec civilization
    The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
  • B. Zapotec civilization
    The Zapotec civilization was an influential pre-Columbian culture of southern Mesoamerica, centered in the Oaxaca Valley and noted for its early writing system, monumental architecture, and complex urban centers like Monte Albán.
  • C. Tarascan (Purépecha) civilization
    The Tarascan (Purépecha) civilization was a powerful pre-Columbian Mesoamerican culture centered in western Mexico, noted for its sophisticated metallurgy, strong military state, and successful resistance to Aztec expansion.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • F. None of above. chosen

Provenance (5 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_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be5b40208190b115a6a344402caf completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac997c6acc819099b1ae6e9ef47a8e completed March 7, 2026, 9:32 p.m.
NEDg Description generation batch_69ac99ef5e308190858cf45c0707aa74 completed March 7, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69ac9ac980f48190a23da8b222ec7601 completed March 7, 2026, 9:38 p.m.
Created at: March 1, 2026, 7:47 p.m.