Triple

T8724503
Position Surface form Disambiguated ID Type / Status
Subject Tlapanecan languages E207096 entity
Predicate areSpokenBy P2181 FINISHED
Object Meʼphaa people
The Meʼphaa people are an Indigenous group of southern Mexico, primarily in Guerrero, known for their distinct culture, traditions, and language within the Oto-Manguean family.
E807095 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: Meʼphaa people | Statement: [Tlapanecan languages, areSpokenBy, Meʼphaa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Meʼphaa people
Context triple: [Tlapanecan languages, areSpokenBy, Meʼphaa people]
  • A. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • B. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • C. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • D. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Manide people
    The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral cultural heritage.
  • 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: Meʼphaa people
Triple: [Tlapanecan languages, areSpokenBy, Meʼphaa people]
Generated description
The Meʼphaa people are an Indigenous group of southern Mexico, primarily in Guerrero, known for their distinct culture, traditions, and language within the Oto-Manguean family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Meʼphaa people
Target entity description: The Meʼphaa people are an Indigenous group of southern Mexico, primarily in Guerrero, known for their distinct culture, traditions, and language within the Oto-Manguean family.
  • A. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • B. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • C. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • D. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Manide people
    The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral cultural heritage.
  • 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_69d152541308819098cdca4f3ba9011d completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d155488e948190889abf1c8d0c926d completed April 4, 2026, 6:15 p.m.
NED2 Entity disambiguation (via description) batch_69d155a460e88190a9fd4ba2a59f80ca completed April 4, 2026, 6:17 p.m.
Created at: March 30, 2026, 6:36 p.m.