Triple

T2957329
Position Surface form Disambiguated ID Type / Status
Subject Corachol E79963 entity
Predicate spokenBy P2181 FINISHED
Object Cora people
The Cora people are an indigenous group of western Mexico, primarily in the state of Nayarit, known for their rich ceremonial traditions, agriculture, and preservation of their native language and customs.
E313523 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: Cora people | Statement: [Corachol, spokenBy, Cora people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cora people
Context triple: [Corachol, spokenBy, Cora people]
  • A. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • B. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • C. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • D. Ndyuka Maroons
    The Ndyuka Maroons are a community of descendants of escaped African slaves in Suriname and French Guiana, known for their distinct Afro-Surinamese culture, history of resistance, and preservation of unique linguistic and spiritual traditions.
  • E. Mano people
    The Mano people are an ethnic group primarily inhabiting northeastern Liberia and parts of Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • 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: Cora people
Triple: [Corachol, spokenBy, Cora people]
Generated description
The Cora people are an indigenous group of western Mexico, primarily in the state of Nayarit, known for their rich ceremonial traditions, agriculture, and preservation of their native language and customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cora people
Target entity description: The Cora people are an indigenous group of western Mexico, primarily in the state of Nayarit, known for their rich ceremonial traditions, agriculture, and preservation of their native language and customs.
  • A. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • B. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • C. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • D. Ndyuka Maroons
    The Ndyuka Maroons are a community of descendants of escaped African slaves in Suriname and French Guiana, known for their distinct Afro-Surinamese culture, history of resistance, and preservation of unique linguistic and spiritual traditions.
  • E. Mano people
    The Mano people are an ethnic group primarily inhabiting northeastern Liberia and parts of Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992b33e081909d22a19d5064c47d completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc8a10848190b8eec482252eb76b completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd407bd08190b62788e8d1cdd205 completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0fd91541c8190a481b55eb9b0ac35 completed March 11, 2026, 5:28 a.m.
Created at: March 8, 2026, 2:57 p.m.