Triple

T3231242
Position Surface form Disambiguated ID Type / Status
Subject Kaduna State E67743 entity
Predicate hasIndustrialArea P40 FINISHED
Object Kaduna industrial layout
Kaduna industrial layout is a designated industrial zone in Kaduna State, Nigeria, hosting a concentration of factories, warehouses, and manufacturing facilities.
 E339148 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: Kaduna industrial layout | Statement: [Kaduna State, hasIndustrialArea, Kaduna industrial layout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kaduna industrial layout
Context triple: [Kaduna State, hasIndustrialArea, Kaduna industrial layout]
  • A. Agbara Industrial Estate
    Agbara Industrial Estate is a major manufacturing and commercial hub in southwestern Nigeria that hosts numerous multinational and local industries.
  • B. Kaduna
    Kaduna is a major industrial and political center in northern Nigeria, known for its diverse population and role as the capital of Kaduna State.
  • C. Zaria, Kaduna State, Nigeria
    Zaria, in Kaduna State, Nigeria, is a historic northern city known as an important center of Hausa culture, Islamic scholarship, and education.
  • D. Abuja master plan
    The Abuja master plan is the comprehensive urban design and development blueprint that guided the planning and construction of Nigeria’s purpose-built capital city, Abuja.
  • E. Zaria Local Government Area
    Zaria Local Government Area is an administrative region in Kaduna State, Nigeria, centered on the historic city of Zaria, a major Hausa-Fulani cultural and commercial hub.
  • 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: Kaduna industrial layout
Triple: [Kaduna State, hasIndustrialArea, Kaduna industrial layout]
Generated description
Kaduna industrial layout is a designated industrial zone in Kaduna State, Nigeria, hosting a concentration of factories, warehouses, and manufacturing facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kaduna industrial layout
Target entity description: Kaduna industrial layout is a designated industrial zone in Kaduna State, Nigeria, hosting a concentration of factories, warehouses, and manufacturing facilities.
  • A. Agbara Industrial Estate
    Agbara Industrial Estate is a major manufacturing and commercial hub in southwestern Nigeria that hosts numerous multinational and local industries.
  • B. Kaduna
    Kaduna is a major industrial and political center in northern Nigeria, known for its diverse population and role as the capital of Kaduna State.
  • C. Zaria, Kaduna State, Nigeria
    Zaria, in Kaduna State, Nigeria, is a historic northern city known as an important center of Hausa culture, Islamic scholarship, and education.
  • D. Abuja master plan
    The Abuja master plan is the comprehensive urban design and development blueprint that guided the planning and construction of Nigeria’s purpose-built capital city, Abuja.
  • E. Zaria Local Government Area
    Zaria Local Government Area is an administrative region in Kaduna State, Nigeria, centered on the historic city of Zaria, a major Hausa-Fulani cultural and commercial hub.
  • 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_69ad858c61888190a31196310d9b30b5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaed99d2c8190950fa883ec6f1f8e completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2773492f88190ad97879f29875ae4 completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b277e70c648190af38b7939be90e67 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27879ff6081909f7d7f474d46ac4b completed March 12, 2026, 8:25 a.m.
Created at: March 8, 2026, 3:08 p.m.