Triple

T1209323
Position Surface form Disambiguated ID Type / Status
Subject KwaZulu-Natal E25962 entity
Predicate hasMajorCity P316 FINISHED
Object Richards Bay
Richards Bay is a coastal industrial city and major port on South Africa’s east coast.
 E138242 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: Richards Bay | Statement: [KwaZulu-Natal, hasMajorCity, Richards Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richards Bay
Context triple: [KwaZulu-Natal, hasMajorCity, Richards Bay]
  • A. Kosi Bay
    Kosi Bay is a coastal lake system in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, traditional fish traps, and unspoiled beaches near the Mozambique border.
  • B. Knysna
    Knysna is a picturesque coastal town in South Africa known for its lagoon, indigenous forests, and role as a major tourist destination along the Garden Route.
  • C. Port of Durban
    The Port of Durban is Africa’s busiest and largest container port, serving as a major gateway for maritime trade on the east coast of South Africa.
  • D. Oudenhoorn
    Oudenhoorn is a small village in the Dutch province of South Holland, known for its rural character and historic polder landscape.
  • E. Port Shepstone
    Port Shepstone is a coastal town on South Africa’s south coast, known historically as a regional administrative and commercial center and today as a seaside holiday destination.
  • 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: Richards Bay
Triple: [KwaZulu-Natal, hasMajorCity, Richards Bay]
Generated description
Richards Bay is a coastal industrial city and major port on South Africa’s east coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richards Bay
Target entity description: Richards Bay is a coastal industrial city and major port on South Africa’s east coast.
  • A. Kosi Bay
    Kosi Bay is a coastal lake system in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, traditional fish traps, and unspoiled beaches near the Mozambique border.
  • B. Knysna
    Knysna is a picturesque coastal town in South Africa known for its lagoon, indigenous forests, and role as a major tourist destination along the Garden Route.
  • C. Port of Durban
    The Port of Durban is Africa’s busiest and largest container port, serving as a major gateway for maritime trade on the east coast of South Africa.
  • D. Oudenhoorn
    Oudenhoorn is a small village in the Dutch province of South Holland, known for its rural character and historic polder landscape.
  • E. Port Shepstone
    Port Shepstone is a coastal town on South Africa’s south coast, known historically as a regional administrative and commercial center and today as a seaside holiday destination.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bde30ce08190ab60a181ad2d321d completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f419b8c8190ac7642b9b4108df8 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fce1b788190a133ea6f92c62842 completed March 7, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac8074334081909ad7a045fc23ea71 completed March 7, 2026, 7:45 p.m.
Created at: March 1, 2026, 7:46 p.m.