Triple

T16767964
Position Surface form Disambiguated ID Type / Status
Subject Defaka language E407517 entity
Predicate isSpokenInVillage P35263 FINISHED
Object Nkoroo area
Nkoroo area is a small coastal region in Nigeria’s Rivers State known as one of the primary communities where the endangered Defaka language is spoken.
 E1232003 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: Nkoroo area | Statement: [Defaka language, isSpokenInVillage, Nkoroo area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nkoroo area
Context triple: [Defaka language, isSpokenInVillage, Nkoroo area]
  • A. Yatenga area
    The Yatenga area is a historical region in northern Burkina Faso, traditionally associated with the Mossi kingdom of Yatenga and its Mooré-speaking population.
  • B. Effutu Traditional Area
    Effutu Traditional Area is a traditional Ghanaian jurisdiction and cultural homeland of the Effutu people, centered around Winneba in the Central Region.
  • C. Atinggola District
    Atinggola District is an administrative area in northern Sulawesi, Indonesia, known as the traditional homeland of the Atinggola-speaking community.
  • D. Tsorona area
    The Tsorona area is a disputed border region between Eritrea and Ethiopia that became a focal point of their boundary demarcation following the 1998–2000 war.
  • E. Bisu-Osokom area
    The Bisu-Osokom area is a locality within Obanliku in Cross River State, Nigeria, known for its rural communities and agricultural landscape.
  • 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: Nkoroo area
Triple: [Defaka language, isSpokenInVillage, Nkoroo area]
Generated description
Nkoroo area is a small coastal region in Nigeria’s Rivers State known as one of the primary communities where the endangered Defaka language is spoken.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nkoroo area
Target entity description: Nkoroo area is a small coastal region in Nigeria’s Rivers State known as one of the primary communities where the endangered Defaka language is spoken.
  • A. Yatenga area
    The Yatenga area is a historical region in northern Burkina Faso, traditionally associated with the Mossi kingdom of Yatenga and its Mooré-speaking population.
  • B. Effutu Traditional Area
    Effutu Traditional Area is a traditional Ghanaian jurisdiction and cultural homeland of the Effutu people, centered around Winneba in the Central Region.
  • C. Atinggola District
    Atinggola District is an administrative area in northern Sulawesi, Indonesia, known as the traditional homeland of the Atinggola-speaking community.
  • D. Tsorona area
    The Tsorona area is a disputed border region between Eritrea and Ethiopia that became a focal point of their boundary demarcation following the 1998–2000 war.
  • E. Bisu-Osokom area
    The Bisu-Osokom area is a locality within Obanliku in Cross River State, Nigeria, known for its rural communities and agricultural landscape.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.