Triple

T16994974
Position Surface form Disambiguated ID Type / Status
Subject Warihío E412290 entity
Predicate speaks P741 FINISHED
Object Warihío language
The Warihío language is an indigenous Uto-Aztecan language spoken by the Warihío people of northwestern Mexico.
 E1244088 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: Warihío language | Statement: [Warihío, speaks, Warihío language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warihío language
Context triple: [Warihío, speaks, Warihío language]
  • A. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • B. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • C. Paraujano language
    The Paraujano language is an indigenous Arawakan (Maipurean) language historically spoken by the Paraujano people of northwestern Venezuela, now critically endangered or nearly extinct.
  • D. Tiriyó language
    The Tiriyó language is an indigenous Cariban language spoken by the Tiriyó people in parts of Brazil and Suriname, known for its rich oral tradition and relatively small speaker community.
  • E. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • 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: Warihío language
Triple: [Warihío, speaks, Warihío language]
Generated description
The Warihío language is an indigenous Uto-Aztecan language spoken by the Warihío people of northwestern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warihío language
Target entity description: The Warihío language is an indigenous Uto-Aztecan language spoken by the Warihío people of northwestern Mexico.
  • A. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • B. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • C. Paraujano language
    The Paraujano language is an indigenous Arawakan (Maipurean) language historically spoken by the Paraujano people of northwestern Venezuela, now critically endangered or nearly extinct.
  • D. Tiriyó language
    The Tiriyó language is an indigenous Cariban language spoken by the Tiriyó people in parts of Brazil and Suriname, known for its rich oral tradition and relatively small speaker community.
  • E. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d285f35881908c32b2f27ba7f0ac completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.