Triple

T11457313
Position Surface form Disambiguated ID Type / Status
Subject Dlamini E271562 entity
Predicate hasNotableBearer P458 FINISHED
Object Phumlani Dlamini
Phumlani Dlamini is a person notable enough to be specifically cited as a bearer of the surname Dlamini.
E944044 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: Phumlani Dlamini | Statement: [Dlamini, hasNotableBearer, Phumlani Dlamini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phumlani Dlamini
Context triple: [Dlamini, hasNotableBearer, Phumlani Dlamini]
  • A. Thulani Dlamini
    Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
  • B. Jabulani Dlamini
    Jabulani Dlamini is an individual notable enough to be recognized as a prominent bearer of the surname Dlamini.
  • C. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • D. Mandisa Dlamini
    Mandisa Dlamini is the daughter of South African royal figure Princess Zenani of the Thembu and a member of the extended Mandela family.
  • E. Mantfombi Dlamini
    Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
  • 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: Phumlani Dlamini
Triple: [Dlamini, hasNotableBearer, Phumlani Dlamini]
Generated description
Phumlani Dlamini is a person notable enough to be specifically cited as a bearer of the surname Dlamini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phumlani Dlamini
Target entity description: Phumlani Dlamini is a person notable enough to be specifically cited as a bearer of the surname Dlamini.
  • A. Thulani Dlamini
    Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
  • B. Jabulani Dlamini
    Jabulani Dlamini is an individual notable enough to be recognized as a prominent bearer of the surname Dlamini.
  • C. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • D. Mandisa Dlamini
    Mandisa Dlamini is the daughter of South African royal figure Princess Zenani of the Thembu and a member of the extended Mandela family.
  • E. Mantfombi Dlamini
    Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d81c71b1208190be1d5623d18e0222 completed April 9, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f018963218819097771032a88688af completed April 28, 2026, 2:16 a.m.
NEDg Description generation batch_69f01d7ab930819095eaae226ab55b80 completed April 28, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69f043ddbfe481908e0c439dbd3e944f completed April 28, 2026, 5:21 a.m.
Created at: April 8, 2026, 9:35 p.m.