Triple

T12989544
Position Surface form Disambiguated ID Type / Status
Subject Biu E321866 entity
Predicate isPartOf P10 FINISHED
Object Biu Local Government Area
Biu Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the town of Biu and known for its role in local governance and regional trade.
E1036630 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: Biu Local Government Area | Statement: [Biu, isPartOf, Biu Local Government Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biu Local Government Area
Context triple: [Biu, isPartOf, Biu Local Government Area]
  • A. Omuma Local Government Area
    Omuma Local Government Area is an administrative region in Rivers State, Nigeria, known for its predominantly rural communities and local governance centered around agriculture and small-scale commerce.
  • B. Ohafia Local Government Area
    Ohafia Local Government Area is an administrative region in Abia State, Nigeria, centered around the historic Ohafia town and known for its rich Igbo cultural heritage.
  • C. Kukawa Local Government Area
    Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
  • D. Nembe Local Government Area
    Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
  • E. Ukwuani Local Government Area
    Ukwuani Local Government Area is an administrative district in Delta State, Nigeria, predominantly inhabited by the Ukwuani people and situated within the Anioma cultural region.
  • 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: Biu Local Government Area
Triple: [Biu, isPartOf, Biu Local Government Area]
Generated description
Biu Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the town of Biu and known for its role in local governance and regional trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biu Local Government Area
Target entity description: Biu Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the town of Biu and known for its role in local governance and regional trade.
  • A. Omuma Local Government Area
    Omuma Local Government Area is an administrative region in Rivers State, Nigeria, known for its predominantly rural communities and local governance centered around agriculture and small-scale commerce.
  • B. Ohafia Local Government Area
    Ohafia Local Government Area is an administrative region in Abia State, Nigeria, centered around the historic Ohafia town and known for its rich Igbo cultural heritage.
  • C. Kukawa Local Government Area
    Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
  • D. Nembe Local Government Area
    Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
  • E. Ukwuani Local Government Area
    Ukwuani Local Government Area is an administrative district in Delta State, Nigeria, predominantly inhabited by the Ukwuani people and situated within the Anioma cultural region.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e75b9f88190a54372c2a1223a4e completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7265d09d881909c21423d93af39cd completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 8:43 p.m.