Triple

T631330
Position Surface form Disambiguated ID Type / Status
Subject Veracruz E15932 entity
Predicate hasIndigenousLanguages P5562 FINISHED
Object Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
E79124 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: Totonac | Statement: [Veracruz, hasIndigenousLanguages, Totonac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Totonac
Context triple: [Veracruz, hasIndigenousLanguages, Totonac]
  • A. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • B. 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.
  • 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. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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: Totonac
Triple: [Veracruz, hasIndigenousLanguages, Totonac]
Generated description
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Totonac
Target entity description: Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • A. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • B. 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.
  • 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. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a515ceb081908c064b2082047c0f completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56c4d84d8819095afbf0ee9c7bd82 completed March 2, 2026, 10:54 a.m.
NEDg Description generation batch_69a56c99153c8190bb457b19c2f97052 completed March 2, 2026, 10:55 a.m.
NED2 Entity disambiguation (via description) batch_69a56d31be8881909155f2eac7131798 completed March 2, 2026, 10:57 a.m.
Created at: March 1, 2026, 7:35 p.m.