Triple

T9904176
Position Surface form Disambiguated ID Type / Status
Subject Graaff-Reinet E182362 entity
Predicate formerMunicipalitySeatOf P23608 FINISHED
Object Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
 E850852 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: Camdeboo Local Municipality | Statement: [Graaff-Reinet, formerMunicipalitySeatOf, Camdeboo Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Camdeboo Local Municipality
Context triple: [Graaff-Reinet, formerMunicipalitySeatOf, Camdeboo Local Municipality]
  • A. Baviaans Local Municipality
    Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
  • B. Blouberg Local Municipality
    Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
  • C. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • D. Rustenburg Local Municipality
    Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
  • E. Maruleng Local Municipality
    Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
  • 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: Camdeboo Local Municipality
Triple: [Graaff-Reinet, formerMunicipalitySeatOf, Camdeboo Local Municipality]
Generated description
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Camdeboo Local Municipality
Target entity description: Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
  • A. Baviaans Local Municipality
    Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
  • B. Blouberg Local Municipality
    Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
  • C. Ngwathe Local Municipality
    Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
  • D. Rustenburg Local Municipality
    Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
  • E. Maruleng Local Municipality
    Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e4f92c81908e38509416f19c78 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6a79eb5c08190ae75797556bc0943 completed April 8, 2026, 7:08 p.m.
NEDg Description generation batch_69d6d0003434819093e3f82a556db79c completed April 8, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69d6df3c8f748190923db41ef1a9a03a completed April 8, 2026, 11:05 p.m.
Created at: March 30, 2026, 8:40 p.m.