Triple

T8724499
Position Surface form Disambiguated ID Type / Status
Subject Tlapanecan languages E207096 entity
Predicate includeLanguage P2177 FINISHED
Object Acatepec Tlapanec
Acatepec Tlapanec is an indigenous Tlapanec (Me’phaa) language variety spoken primarily in the region of Acatepec in the Mexican state of Guerrero.
E752998 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: Acatepec Tlapanec | Statement: [Tlapanecan languages, includeLanguage, Acatepec Tlapanec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Acatepec Tlapanec
Context triple: [Tlapanecan languages, includeLanguage, Acatepec Tlapanec]
  • A. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • B. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • C. Texcatepec Otomi
    Texcatepec Otomi is a regional variety of the Otomi language spoken by indigenous communities in and around Texcatepec in central Mexico.
  • D. Alotepec Mixe
    Alotepec Mixe is an indigenous Mixe language of Oaxaca, Mexico, spoken by the Mixe people in and around the community of Alotepec.
  • E. Ixtenco Otomi
    Ixtenco Otomi is a variant of the Otomi language spoken primarily in and around the town of Ixtenco in the Mexican state of Tlaxcala.
  • 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: Acatepec Tlapanec
Triple: [Tlapanecan languages, includeLanguage, Acatepec Tlapanec]
Generated description
Acatepec Tlapanec is an indigenous Tlapanec (Me’phaa) language variety spoken primarily in the region of Acatepec in the Mexican state of Guerrero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Acatepec Tlapanec
Target entity description: Acatepec Tlapanec is an indigenous Tlapanec (Me’phaa) language variety spoken primarily in the region of Acatepec in the Mexican state of Guerrero.
  • A. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • B. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • C. Texcatepec Otomi
    Texcatepec Otomi is a regional variety of the Otomi language spoken by indigenous communities in and around Texcatepec in central Mexico.
  • D. Alotepec Mixe
    Alotepec Mixe is an indigenous Mixe language of Oaxaca, Mexico, spoken by the Mixe people in and around the community of Alotepec.
  • E. Ixtenco Otomi
    Ixtenco Otomi is a variant of the Otomi language spoken primarily in and around the town of Ixtenco in the Mexican state of Tlaxcala.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d1404948190bc45d14a1ddb1a7e completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf2908fec08190a286a082060a47bc completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.