Triple

T2275853
Position Surface form Disambiguated ID Type / Status
Subject Guerrero E50767 entity
Predicate hasIndigenousGroup P1898 FINISHED
Object 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.
 E258236 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: Tlapanec | Statement: [Guerrero, hasIndigenousGroup, Tlapanec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tlapanec
Context triple: [Guerrero, hasIndigenousGroup, Tlapanec]
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. 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.
  • C. Popoloca
    Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
  • D. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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: Tlapanec
Triple: [Guerrero, hasIndigenousGroup, Tlapanec]
Generated description
Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tlapanec
Target entity description: Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. 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.
  • C. Popoloca
    Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
  • D. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ecc600819095dd4f69af1d18d8 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae960554108190a202855ad0d3caaa completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977aac9c8190b5fecd5fea8893fd completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:48 p.m.