Triple

T3733547
Position Surface form Disambiguated ID Type / Status
Subject Totonac E79124 entity
Predicate hasLanguage P15 FINISHED
Object Upper Necaxa Totonac
Upper Necaxa Totonac is an indigenous Totonacan language spoken in the Upper Necaxa River region of Puebla, Mexico.
 E398552 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: Upper Necaxa Totonac | Statement: [Totonac, hasLanguage, Upper Necaxa Totonac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Upper Necaxa Totonac
Context triple: [Totonac, hasLanguage, Upper Necaxa Totonac]
  • A. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • B. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • C. Coyutla Totonac
    Coyutla Totonac is a regional variety of the Totonac language spoken by indigenous communities in and around Coyutla in the Mexican state of Veracruz.
  • D. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • E. Papantla Totonac
    Papantla Totonac is an indigenous Totonacan language spoken primarily in and around Papantla in the state of Veracruz, Mexico.
  • 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: Upper Necaxa Totonac
Triple: [Totonac, hasLanguage, Upper Necaxa Totonac]
Generated description
Upper Necaxa Totonac is an indigenous Totonacan language spoken in the Upper Necaxa River region of Puebla, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Upper Necaxa Totonac
Target entity description: Upper Necaxa Totonac is an indigenous Totonacan language spoken in the Upper Necaxa River region of Puebla, Mexico.
  • A. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • B. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • C. Coyutla Totonac
    Coyutla Totonac is a regional variety of the Totonac language spoken by indigenous communities in and around Coyutla in the Mexican state of Veracruz.
  • D. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • E. Papantla Totonac
    Papantla Totonac is an indigenous Totonacan language spoken primarily in and around Papantla in the state of Veracruz, Mexico.
  • 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_69ad8b0e4650819090ad7cef094285e8 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb2457f08190a6b94e9895fced2c completed March 8, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5282a7f0c81908bf7f3d3aa8b0e85 completed March 14, 2026, 9:19 a.m.
NEDg Description generation batch_69b528d33c2081908e5f74005679dfbe completed March 14, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69b5294c66588190ad7cc8e87b58ff52 completed March 14, 2026, 9:24 a.m.
Created at: March 8, 2026, 3:34 p.m.