Triple

T9269318
Position Surface form Disambiguated ID Type / Status
Subject Mwaghavul E222781 entity
Predicate neighboringLanguage P16383 FINISHED
Object Kofyar
Kofyar is a West Chadic language spoken by the Kofyar people in central Nigeria, particularly in Plateau State.
E790232 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: Kofyar | Statement: [Mwaghavul, neighboringLanguage, Kofyar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kofyar
Context triple: [Mwaghavul, neighboringLanguage, Kofyar]
  • A. Barka Kunama
    Barka Kunama is a dialect of the Kunama language spoken by Kunama communities, primarily in parts of Eritrea and neighboring regions.
  • B. Nabaloi
    Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
  • C. Datooga
    Datooga is a Southern Nilotic language spoken primarily by the Datooga people of north-central Tanzania.
  • D. Kifri
    Kifri is a town in Iraq with a significant Iraqi Turkmen population and cultural presence.
  • E. Kiphire
    Kiphire is a town and administrative district headquarters in the northeastern Indian state of Nagaland, known for its hilly terrain and proximity to Mount Saramati.
  • 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: Kofyar
Triple: [Mwaghavul, neighboringLanguage, Kofyar]
Generated description
Kofyar is a West Chadic language spoken by the Kofyar people in central Nigeria, particularly in Plateau State.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kofyar
Target entity description: Kofyar is a West Chadic language spoken by the Kofyar people in central Nigeria, particularly in Plateau State.
  • A. Barka Kunama
    Barka Kunama is a dialect of the Kunama language spoken by Kunama communities, primarily in parts of Eritrea and neighboring regions.
  • B. Nabaloi
    Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
  • C. Datooga
    Datooga is a Southern Nilotic language spoken primarily by the Datooga people of north-central Tanzania.
  • D. Kifri
    Kifri is a town in Iraq with a significant Iraqi Turkmen population and cultural presence.
  • E. Kiphire
    Kiphire is a town and administrative district headquarters in the northeastern Indian state of Nagaland, known for its hilly terrain and proximity to Mount Saramati.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b1ecfadc81909adf95fbbc77c389 completed April 4, 2026, 6:38 a.m.
NEDg Description generation batch_69d0b3f4bb6c819082d3f801ad88304f completed April 4, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4b8131c8190b2aa8be56925b7bc completed April 4, 2026, 6:50 a.m.
Created at: March 30, 2026, 7:33 p.m.