Triple

T13192398
Position Surface form Disambiguated ID Type / Status
Subject Fezile Dabi District Municipality E314025 entity
Predicate namedAfter P63 FINISHED
Object Fezile Dabi
Fezile Dabi was a South African anti-apartheid activist and political leader commemorated through the naming of the Fezile Dabi District Municipality.
E1027345 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: Fezile Dabi | Statement: [Fezile Dabi District Municipality, namedAfter, Fezile Dabi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fezile Dabi
Context triple: [Fezile Dabi District Municipality, namedAfter, Fezile Dabi]
  • A. Jabulani Dlamini
    Jabulani Dlamini is an individual notable enough to be recognized as a prominent bearer of the surname Dlamini.
  • B. Thandi Modise
    Thandi Modise is a South African politician and anti-apartheid activist who has held several senior leadership roles in government, including presiding over key parliamentary bodies.
  • C. Lerato Radebe
    Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
  • D. Sandile Zungu
    Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
  • E. Behati Prinsloo
    Behati Prinsloo is a Namibian model best known for her long-running work with Victoria’s Secret and for being one of the brand’s prominent Angels.
  • 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: Fezile Dabi
Triple: [Fezile Dabi District Municipality, namedAfter, Fezile Dabi]
Generated description
Fezile Dabi was a South African anti-apartheid activist and political leader commemorated through the naming of the Fezile Dabi District Municipality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fezile Dabi
Target entity description: Fezile Dabi was a South African anti-apartheid activist and political leader commemorated through the naming of the Fezile Dabi District Municipality.
  • A. Jabulani Dlamini
    Jabulani Dlamini is an individual notable enough to be recognized as a prominent bearer of the surname Dlamini.
  • B. Thandi Modise
    Thandi Modise is a South African politician and anti-apartheid activist who has held several senior leadership roles in government, including presiding over key parliamentary bodies.
  • C. Lerato Radebe
    Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
  • D. Sandile Zungu
    Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
  • E. Behati Prinsloo
    Behati Prinsloo is a Namibian model best known for her long-running work with Victoria’s Secret and for being one of the brand’s prominent Angels.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c6158e4819082c8ad75b4dfdd90 completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5fef9e48190961d66ebcc1df11f completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f80b420c8190b5028be4fa99fb59 completed May 3, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6f89072a88190b3182f581b1b6762 completed May 3, 2026, 7:26 a.m.
Created at: April 9, 2026, 9:15 p.m.