Triple

T16663986
Position Surface form Disambiguated ID Type / Status
Subject Taracahitic languages E404932 entity
Predicate hasMember P10 FINISHED
Object Tubares language
The Tubares language is an extinct Uto-Aztecan language once spoken by the Tubar people in parts of northern Mexico.
 E1226015 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: Tubares language | Statement: [Taracahitic languages, hasMember, Tubares language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tubares language
Context triple: [Taracahitic languages, hasMember, Tubares language]
  • A. Boruca language
    The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
  • B. Cavineña language
    The Cavineña language is an indigenous Tacanan language spoken by the Cavineña people of northern Bolivia.
  • C. Bitama language
    The Bitama language is a lesser-known Nilo-Saharan language spoken by a subgroup of the Kunama people in the Horn of Africa.
  • D. Ignaciano language
    The Ignaciano language is an Arawakan language spoken by the Ignaciano people of Bolivia’s Beni region, closely related to other Moxo (Mojeño) varieties.
  • E. Huambisa language
    The Huambisa language is an indigenous Jivaroan language spoken by the Huambisa (Wampis) people of the northern Peruvian Amazon.
  • 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: Tubares language
Triple: [Taracahitic languages, hasMember, Tubares language]
Generated description
The Tubares language is an extinct Uto-Aztecan language once spoken by the Tubar people in parts of northern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tubares language
Target entity description: The Tubares language is an extinct Uto-Aztecan language once spoken by the Tubar people in parts of northern Mexico.
  • A. Boruca language
    The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
  • B. Cavineña language
    The Cavineña language is an indigenous Tacanan language spoken by the Cavineña people of northern Bolivia.
  • C. Bitama language
    The Bitama language is a lesser-known Nilo-Saharan language spoken by a subgroup of the Kunama people in the Horn of Africa.
  • D. Ignaciano language
    The Ignaciano language is an Arawakan language spoken by the Ignaciano people of Bolivia’s Beni region, closely related to other Moxo (Mojeño) varieties.
  • E. Huambisa language
    The Huambisa language is an indigenous Jivaroan language spoken by the Huambisa (Wampis) people of the northern Peruvian Amazon.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37c9afd048190b73bbc9c423915ca completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084d091e0819088a98ef4aa775d07 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008585ba6c8190b5c870ebe1c93ffc completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a008624706881909e9a265a37eeb3fc completed May 10, 2026, 1:20 p.m.
Created at: April 10, 2026, 5:18 a.m.