Triple

T12969173
Position Surface form Disambiguated ID Type / Status
Subject Volta–Niger languages E321347 entity
Predicate containsLanguage P2177 FINISHED
Object Ayere–Ahan
Ayere–Ahan is a small subgroup of closely related, lesser-known languages spoken in southwestern Nigeria, classified within the Volta–Niger branch of the Niger-Congo language family.
E1013563 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: Ayere–Ahan | Statement: [Volta–Niger languages, containsLanguage, Ayere–Ahan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayere–Ahan
Context triple: [Volta–Niger languages, containsLanguage, Ayere–Ahan]
  • A. Achagua-Achagua
    Achagua-Achagua is an indigenous Arawakan language spoken by the Achagua people of Colombia and Venezuela.
  • B. Achonwa
    Achonwa is the surname of Natalie Achonwa, a Canadian professional basketball player known for her international career and WNBA play.
  • C. Onhaye
    Onhaye is a small municipality in the Walloon region of Belgium, known for its rural landscapes and historic villages.
  • D. Akwanga
    Akwanga is a town and administrative center in central Nigeria known for its role as a commercial and educational hub in Nasarawa State.
  • E. Nharo
    Nharo is an indigenous Khoe language spoken primarily by the Naro people of Botswana and neighboring regions in southern Africa.
  • 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: Ayere–Ahan
Triple: [Volta–Niger languages, containsLanguage, Ayere–Ahan]
Generated description
Ayere–Ahan is a small subgroup of closely related, lesser-known languages spoken in southwestern Nigeria, classified within the Volta–Niger branch of the Niger-Congo language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayere–Ahan
Target entity description: Ayere–Ahan is a small subgroup of closely related, lesser-known languages spoken in southwestern Nigeria, classified within the Volta–Niger branch of the Niger-Congo language family.
  • A. Achagua-Achagua
    Achagua-Achagua is an indigenous Arawakan language spoken by the Achagua people of Colombia and Venezuela.
  • B. Achonwa
    Achonwa is the surname of Natalie Achonwa, a Canadian professional basketball player known for her international career and WNBA play.
  • C. Onhaye
    Onhaye is a small municipality in the Walloon region of Belgium, known for its rural landscapes and historic villages.
  • D. Akwanga
    Akwanga is a town and administrative center in central Nigeria known for its role as a commercial and educational hub in Nasarawa State.
  • E. Nharo
    Nharo is an indigenous Khoe language spoken primarily by the Naro people of Botswana and neighboring regions in southern Africa.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e407e5081909424fc0c22483c28 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e6b31c8190b09276003f284f25 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9db8164819086a3a27692d681d5 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:33 p.m.