Triple

T3296798
Position Surface form Disambiguated ID Type / Status
Subject Atyap people E69234 entity
Predicate areIndigenousTo P12872 FINISHED
Object Zangon Kataf Local Government Area
Zangon Kataf Local Government Area is an administrative region in southern Kaduna State, Nigeria, known as the traditional homeland of the Atyap people.
 E344316 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: Zangon Kataf Local Government Area | Statement: [Atyap people, areIndigenousTo, Zangon Kataf Local Government Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zangon Kataf Local Government Area
Context triple: [Atyap people, areIndigenousTo, Zangon Kataf Local Government Area]
  • A. Gombe Local Government Area
    Gombe Local Government Area is an administrative district in Gombe State, Nigeria, encompassing the city of Gombe and its surrounding communities.
  • B. 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.
  • C. Kaduna South Local Government Area
    Kaduna South Local Government Area is an urban local government jurisdiction within Kaduna State, Nigeria, encompassing part of the city of Kaduna and serving as a key administrative and commercial hub.
  • D. Kaduna North Local Government Area
    Kaduna North Local Government Area is an urban local government jurisdiction that encompasses the central part of Kaduna city in Kaduna State, Nigeria, serving as a key administrative and commercial hub.
  • E. Yola South Local Government Area
    Yola South Local Government Area is an administrative district in Adamawa State, Nigeria, encompassing part of the city of Yola and serving as a local governance unit for the surrounding communities.
  • 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: Zangon Kataf Local Government Area
Triple: [Atyap people, areIndigenousTo, Zangon Kataf Local Government Area]
Generated description
Zangon Kataf Local Government Area is an administrative region in southern Kaduna State, Nigeria, known as the traditional homeland of the Atyap people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zangon Kataf Local Government Area
Target entity description: Zangon Kataf Local Government Area is an administrative region in southern Kaduna State, Nigeria, known as the traditional homeland of the Atyap people.
  • A. Gombe Local Government Area
    Gombe Local Government Area is an administrative district in Gombe State, Nigeria, encompassing the city of Gombe and its surrounding communities.
  • B. 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.
  • C. Kaduna South Local Government Area
    Kaduna South Local Government Area is an urban local government jurisdiction within Kaduna State, Nigeria, encompassing part of the city of Kaduna and serving as a key administrative and commercial hub.
  • D. Kaduna North Local Government Area
    Kaduna North Local Government Area is an urban local government jurisdiction that encompasses the central part of Kaduna city in Kaduna State, Nigeria, serving as a key administrative and commercial hub.
  • E. Yola South Local Government Area
    Yola South Local Government Area is an administrative district in Adamawa State, Nigeria, encompassing part of the city of Yola and serving as a local governance unit for the surrounding communities.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb078f3dc8190afb624f62894e48f completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86e867c8190a1e5042a4d4d92cb completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8e54b6c8190a8d6c4abb3fa4580 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e9a10e2c8190ba67635ae2425470 completed March 12, 2026, 4:28 p.m.
Created at: March 8, 2026, 3:10 p.m.