Triple

T7455689
Position Surface form Disambiguated ID Type / Status
Subject Andean languages E172115 entity
Predicate hasLanguageFamily P1047 FINISHED
Object Culle (extinct language)
Culle is an extinct Andean language once spoken in the northern highlands of Peru, known from scant colonial-era documentation and now of uncertain classification within the region’s pre-Hispanic linguistic landscape.
E665739 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: Culle (extinct language) | Statement: [Andean languages, hasLanguageFamily, Culle (extinct language)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Culle (extinct language)
Context triple: [Andean languages, hasLanguageFamily, Culle (extinct language)]
  • A. Kulon language
    The Kulon language is an extinct and poorly documented Austronesian language once spoken by an indigenous group in Taiwan, classified within the Formosan branch.
  • B. Kulung language
    The Kulung language is a Sino-Tibetan language spoken by the Kulung people of eastern Nepal, belonging to the Kiranti branch and known for its complex verbal morphology.
  • C. Tombulu language
    Tombulu is an Austronesian language of the Minahasan group spoken in North Sulawesi, Indonesia, particularly around the city of Manado and its surrounding highland areas.
  • D. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • E. Tête-de-Boule language
    Tête-de-Boule language, more commonly known as Atikamekw, is an Algonquian Indigenous language spoken by the Atikamekw people of Quebec, Canada.
  • 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: Culle (extinct language)
Triple: [Andean languages, hasLanguageFamily, Culle (extinct language)]
Generated description
Culle is an extinct Andean language once spoken in the northern highlands of Peru, known from scant colonial-era documentation and now of uncertain classification within the region’s pre-Hispanic linguistic landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Culle (extinct language)
Target entity description: Culle is an extinct Andean language once spoken in the northern highlands of Peru, known from scant colonial-era documentation and now of uncertain classification within the region’s pre-Hispanic linguistic landscape.
  • A. Kulon language
    The Kulon language is an extinct and poorly documented Austronesian language once spoken by an indigenous group in Taiwan, classified within the Formosan branch.
  • B. Kulung language
    The Kulung language is a Sino-Tibetan language spoken by the Kulung people of eastern Nepal, belonging to the Kiranti branch and known for its complex verbal morphology.
  • C. Tombulu language
    Tombulu is an Austronesian language of the Minahasan group spoken in North Sulawesi, Indonesia, particularly around the city of Manado and its surrounding highland areas.
  • D. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • E. Tête-de-Boule language
    Tête-de-Boule language, more commonly known as Atikamekw, is an Algonquian Indigenous language spoken by the Atikamekw people of Quebec, Canada.
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f3af58dc819093fb0482482779a3 completed March 27, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827c39a848190bc275468362ce3bc completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828e1487081908de825d60ea38c9e completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c829d8a15c8190911e0d7bda39c280 completed March 28, 2026, 7:19 p.m.
Created at: March 27, 2026, 3:15 p.m.