Triple

T5617460
Position Surface form Disambiguated ID Type / Status
Subject Chachapoya culture E147512 entity
Predicate languageFamily P1047 FINISHED
Object Chacha (extinct language)
Chacha was the now-extinct indigenous language once spoken by the Chachapoya people of the cloud forests in northern Peru.
 E531061 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: Chacha (extinct language) | Statement: [Chachapoya culture, languageFamily, Chacha (extinct language)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chacha (extinct language)
Context triple: [Chachapoya culture, languageFamily, Chacha (extinct language)]
  • A. Chaha language
    Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
  • B. Aka-Bea language
    The Aka-Bea language is an extinct indigenous tongue once spoken by the Great Andamanese Aka-Bea people of the Andaman Islands in the Bay of Bengal.
  • C. Achagua language
    The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
  • D. Chowra language
    The Chowra language is an Austroasiatic language spoken by the indigenous community of Chowra Island in India’s Nicobar Islands.
  • E. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • 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: Chacha (extinct language)
Triple: [Chachapoya culture, languageFamily, Chacha (extinct language)]
Generated description
Chacha was the now-extinct indigenous language once spoken by the Chachapoya people of the cloud forests in northern Peru.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chacha (extinct language)
Target entity description: Chacha was the now-extinct indigenous language once spoken by the Chachapoya people of the cloud forests in northern Peru.
  • A. Chaha language
    Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
  • B. Aka-Bea language
    The Aka-Bea language is an extinct indigenous tongue once spoken by the Great Andamanese Aka-Bea people of the Andaman Islands in the Bay of Bengal.
  • C. Achagua language
    The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
  • D. Chowra language
    The Chowra language is an Austroasiatic language spoken by the indigenous community of Chowra Island in India’s Nicobar Islands.
  • E. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c021dc04c081909f36e40394e7c955 completed March 22, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287d9d7081909a1b2510565b55fc completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03894b9388190bd534ad107722b83 completed March 22, 2026, 6:44 p.m.
NED2 Entity disambiguation (via description) batch_69c0393144248190a97d1f82b81cc868 completed March 22, 2026, 6:47 p.m.
Created at: March 22, 2026, 3:40 p.m.