Triple

T22296625
Position Surface form Disambiguated ID Type / Status
Subject Jarawan languages E551137 entity
Predicate hasMember P10 FINISHED
Object Kuto language
The Kuto language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
 E1529330 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: Kuto language | Statement: [Jarawan languages, hasMember, Kuto language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuto language
Context triple: [Jarawan languages, hasMember, Kuto language]
  • A. Kutu language
    The Kutu language is a Bantu language spoken by the Kutu people of central Tanzania, belonging to the Northeast Coast Bantu subgroup.
  • B. Kuteb language
    Kuteb language is a Jukunoid language spoken primarily by the Kuteb people in parts of Nigeria and Cameroon.
  • C. Kato language
    Kato language is an extinct Athabaskan (Na-Dene) language once spoken by the Kato people of northern California.
  • D. Kurti language
    Kurti is an Oceanic Austronesian language spoken in the Admiralty Islands of Papua New Guinea.
  • E. Kiga language
    The Kiga language is a Bantu language spoken primarily by the Bakiga people of southwestern Uganda.
  • 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: Kuto language
Triple: [Jarawan languages, hasMember, Kuto language]
Generated description
The Kuto language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuto language
Target entity description: The Kuto language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
  • A. Kutu language
    The Kutu language is a Bantu language spoken by the Kutu people of central Tanzania, belonging to the Northeast Coast Bantu subgroup.
  • B. Kuteb language
    Kuteb language is a Jukunoid language spoken primarily by the Kuteb people in parts of Nigeria and Cameroon.
  • C. Kato language
    Kato language is an extinct Athabaskan (Na-Dene) language once spoken by the Kato people of northern California.
  • D. Kurti language
    Kurti is an Oceanic Austronesian language spoken in the Admiralty Islands of Papua New Guinea.
  • E. Kiga language
    The Kiga language is a Bantu language spoken primarily by the Bakiga people of southwestern Uganda.
  • 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_69e11e45fb848190a1b2ae21296e3a5f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15720fba0819080f6c96f6df4f1e0 completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc9609788190a1e7306a47a3fb56 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0acd67a4c88190bf64d4ecad0491b9 completed May 18, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0acdcc02ac8190a35b572701410c80 completed May 18, 2026, 8:29 a.m.
Created at: April 16, 2026, 8:41 p.m.