Triple

T14663983
Position Surface form Disambiguated ID Type / Status
Subject Zangon Kataf Local Government Area E344316 entity
Predicate capital P234 FINISHED
Object Zonkwa
Zonkwa is a town in southern Kaduna State, Nigeria, serving as an important administrative and commercial center for the surrounding area.
 E1118159 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: Zonkwa | Statement: [Zangon Kataf Local Government Area, capital, Zonkwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zonkwa
Context triple: [Zangon Kataf Local Government Area, capital, Zonkwa]
  • A. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • B. Mazabuka
    Mazabuka is a town in southern Zambia known for its sugar industry and agricultural production.
  • C. Tlokwa
    Tlokwa is a Sotho–Tswana-speaking ethnic group in Southern Africa, historically organized into chiefdoms and known for its distinct cultural and linguistic identity within the broader Sotho–Tswana peoples.
  • D. Zalongo
    Zalongo is a historic village and archaeological area in Epirus, Greece, best known for the 19th-century mass suicide of Souliot women commemorated by the Dance of Zalongo.
  • E. Luanshya
    Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt 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: Zonkwa
Triple: [Zangon Kataf Local Government Area, capital, Zonkwa]
Generated description
Zonkwa is a town in southern Kaduna State, Nigeria, serving as an important administrative and commercial center for the surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zonkwa
Target entity description: Zonkwa is a town in southern Kaduna State, Nigeria, serving as an important administrative and commercial center for the surrounding area.
  • A. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • B. Mazabuka
    Mazabuka is a town in southern Zambia known for its sugar industry and agricultural production.
  • C. Tlokwa
    Tlokwa is a Sotho–Tswana-speaking ethnic group in Southern Africa, historically organized into chiefdoms and known for its distinct cultural and linguistic identity within the broader Sotho–Tswana peoples.
  • D. Zalongo
    Zalongo is a historic village and archaeological area in Epirus, Greece, best known for the 19th-century mass suicide of Souliot women commemorated by the Dance of Zalongo.
  • E. Luanshya
    Luanshya is a mining town in Zambia known for its copper production and role in the country’s Copperbelt 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54ae5ac81908cc69891f280e5f7 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb7c7df88190a4e551a12f6e8158 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe08c5131881908d29c8dfc6c0b7cd completed May 8, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69fe093c3cf88190bff00387f7516295 completed May 8, 2026, 4:03 p.m.
Created at: April 10, 2026, 1:27 a.m.