Triple

T3733542
Position Surface form Disambiguated ID Type / Status
Subject Totonac E79124 entity
Predicate hasLanguage P15 FINISHED
Object Papantla Totonac
Papantla Totonac is an indigenous Totonacan language spoken primarily in and around Papantla in the state of Veracruz, Mexico.
 E390766 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: Papantla Totonac | Statement: [Totonac, hasLanguage, Papantla Totonac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Papantla Totonac
Context triple: [Totonac, hasLanguage, Papantla Totonac]
  • A. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • B. Tlapanec
    Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
  • C. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • D. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • E. Popoloca
    Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
  • 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: Papantla Totonac
Triple: [Totonac, hasLanguage, Papantla Totonac]
Generated description
Papantla Totonac is an indigenous Totonacan language spoken primarily in and around Papantla in the state of Veracruz, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Papantla Totonac
Target entity description: Papantla Totonac is an indigenous Totonacan language spoken primarily in and around Papantla in the state of Veracruz, Mexico.
  • A. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • B. Tlapanec
    Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
  • C. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • D. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • E. Popoloca
    Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
  • 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_69b4fb074a9881909afec640a5a208c6 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc9107fc81908805740b98c7ae3e completed March 14, 2026, 6:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4fced2620819083ab1e75393ba2ba completed March 14, 2026, 6:15 a.m.
Created at: March 8, 2026, 3:34 p.m.