Triple

T9948346
Position Surface form Disambiguated ID Type / Status
Subject Chocho E195262 entity
Predicate isSpokenBy P2181 FINISHED
Object Chocho people
The Chocho people are an indigenous group from Oaxaca, Mexico, known for their distinct culture, traditions, and use of the Chocho (Chocholtec) language.
E931954 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: Chocho people | Statement: [Chocho, isSpokenBy, Chocho people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chocho people
Context triple: [Chocho, isSpokenBy, Chocho people]
  • A. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • B. Chango people
    The Chango people are an Indigenous coastal group of northern Chile known historically for their maritime culture, fishing and seafaring traditions, and early resistance to Spanish colonization.
  • C. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • D. 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.
  • E. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • 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: Chocho people
Triple: [Chocho, isSpokenBy, Chocho people]
Generated description
The Chocho people are an indigenous group from Oaxaca, Mexico, known for their distinct culture, traditions, and use of the Chocho (Chocholtec) language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chocho people
Target entity description: The Chocho people are an indigenous group from Oaxaca, Mexico, known for their distinct culture, traditions, and use of the Chocho (Chocholtec) language.
  • A. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • B. Chango people
    The Chango people are an Indigenous coastal group of northern Chile known historically for their maritime culture, fishing and seafaring traditions, and early resistance to Spanish colonization.
  • C. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • D. 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.
  • E. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6847ad9fc819085b0d6c886488c3b completed April 20, 2026, 7:54 p.m.
NEDg Description generation batch_69e68ce8d7988190a0dd3abe5f2afc97 completed April 20, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69e6b7a31b4081909b06bc9b6d0a1617 completed April 20, 2026, 11:32 p.m.
Created at: March 30, 2026, 8:45 p.m.