Triple

T6564763
Position Surface form Disambiguated ID Type / Status
Subject Lo-Toga E153874 entity
Predicate partOf P40 FINISHED
Object Torres–Banks language group
The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
 E603824 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: Torres–Banks language group | Statement: [Lo-Toga, partOf, Torres–Banks language group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torres–Banks language group
Context triple: [Lo-Toga, partOf, Torres–Banks language group]
  • A. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • B. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • C. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • D. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • E. Beti–Pahuin languages
    The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
  • 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: Torres–Banks language group
Triple: [Lo-Toga, partOf, Torres–Banks language group]
Generated description
The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Torres–Banks language group
Target entity description: The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
  • A. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • B. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • C. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • D. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • E. Beti–Pahuin languages
    The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae3b9ec8819080f3052556d95810 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5622e0481909b0ac0f4e06d19bc completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d828620081909c1b4dfaa96efd62 completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8a3d194819080f33e179a8a8679 completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 1:52 p.m.