Triple

T12138437
Position Surface form Disambiguated ID Type / Status
Subject Oko languages E289120 entity
Predicate hasMember P10 FINISHED
Object Uro language
Uro language is a lesser-known Niger-Congo language spoken in Nigeria, classified within the Oko language group.
 E968199 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: Uro language | Statement: [Oko languages, hasMember, Uro language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Uro language
Context triple: [Oko languages, hasMember, Uro language]
  • A. Ura language
    Ura language is an endangered Oceanic language traditionally spoken by a small community on the island of Erromango in Vanuatu.
  • B. Uruangnirin language
    The Uruangnirin language is an Austronesian language spoken by a small community in eastern Indonesia, likely on or near the islands off the coast of West New Guinea.
  • C. Ujir language
    The Ujir language is an Austronesian language spoken by a small community on Ujir Island in the Aru Islands of eastern Indonesia.
  • D. Umpila language
    The Umpila language is an Indigenous Australian language traditionally spoken by the Umpila people of eastern Cape York Peninsula in Queensland.
  • E. Úrhobo language
    Úrhobo language is a South-Western Edoid language spoken primarily by the Urhobo people in southern Nigeria.
  • 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: Uro language
Triple: [Oko languages, hasMember, Uro language]
Generated description
Uro language is a lesser-known Niger-Congo language spoken in Nigeria, classified within the Oko language group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Uro language
Target entity description: Uro language is a lesser-known Niger-Congo language spoken in Nigeria, classified within the Oko language group.
  • A. Ura language
    Ura language is an endangered Oceanic language traditionally spoken by a small community on the island of Erromango in Vanuatu.
  • B. Uruangnirin language
    The Uruangnirin language is an Austronesian language spoken by a small community in eastern Indonesia, likely on or near the islands off the coast of West New Guinea.
  • C. Ujir language
    The Ujir language is an Austronesian language spoken by a small community on Ujir Island in the Aru Islands of eastern Indonesia.
  • D. Umpila language
    The Umpila language is an Indigenous Australian language traditionally spoken by the Umpila people of eastern Cape York Peninsula in Queensland.
  • E. Úrhobo language
    Úrhobo language is a South-Western Edoid language spoken primarily by the Urhobo people in southern Nigeria.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158eef48819083bdce283a363414 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f690ae408190966bb4fe8feaa7d2 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6022ecf38819080f0eb6a3a815c5b completed May 2, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69f606560934819092ba4d4fa162b799 completed May 2, 2026, 2:12 p.m.
Created at: April 8, 2026, 9:49 p.m.