Triple

T22785891
Position Surface form Disambiguated ID Type / Status
Subject provincial government of Transvaal E563963 entity
Predicate appliesToJurisdiction P82 FINISHED
Object Benoni district
Benoni district was an administrative area in the former Transvaal province of South Africa, centered on the mining and industrial town of Benoni on the East Rand.
E1553872 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: Benoni district | Statement: [provincial government of Transvaal, appliesToJurisdiction, Benoni district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benoni district
Context triple: [provincial government of Transvaal, appliesToJurisdiction, Benoni district]
  • A. Moyo District
    Moyo District is an administrative district in northwestern Uganda, known for its location near the border with South Sudan and its predominantly rural, agrarian communities.
  • B. Makoni District
    Makoni District is an administrative district in eastern Zimbabwe known for its agricultural activities and location within Manicaland Province.
  • C. Duma District
    Duma District is an administrative district in southern Syria, located within the Rif Dimashq Governorate and encompassing the city of Douma and its surrounding areas.
  • D. Fezile Dabi District
    Fezile Dabi District is an administrative district in South Africa’s Free State province, known for its mix of industrial towns and agricultural areas.
  • E. Namayingo District
    Namayingo District is an administrative district in eastern Uganda, located along the shores of Lake Victoria and known for its fishing and island 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: Benoni district
Triple: [provincial government of Transvaal, appliesToJurisdiction, Benoni district]
Generated description
Benoni district was an administrative area in the former Transvaal province of South Africa, centered on the mining and industrial town of Benoni on the East Rand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benoni district
Target entity description: Benoni district was an administrative area in the former Transvaal province of South Africa, centered on the mining and industrial town of Benoni on the East Rand.
  • A. Moyo District
    Moyo District is an administrative district in northwestern Uganda, known for its location near the border with South Sudan and its predominantly rural, agrarian communities.
  • B. Makoni District
    Makoni District is an administrative district in eastern Zimbabwe known for its agricultural activities and location within Manicaland Province.
  • C. Duma District
    Duma District is an administrative district in southern Syria, located within the Rif Dimashq Governorate and encompassing the city of Douma and its surrounding areas.
  • D. Fezile Dabi District
    Fezile Dabi District is an administrative district in South Africa’s Free State province, known for its mix of industrial towns and agricultural areas.
  • E. Namayingo District
    Namayingo District is an administrative district in eastern Uganda, located along the shores of Lake Victoria and known for its fishing and island 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c321f848190a4443aa6bb4e57d7 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b982d15948190948cf6eeb33fa34e completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b9970f0388190a71f234f8022fc3e completed May 18, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9a1129c8819084163353accc7e14 completed May 18, 2026, 11 p.m.
Created at: April 17, 2026, 3:29 p.m.