Triple

T10653508
Position Surface form Disambiguated ID Type / Status
Subject Chris Hani E251030 entity
Predicate givenName P17 FINISHED
Object Thembisile
Thembisile is the given first name of Chris Hani, the prominent South African anti-apartheid leader and chief of staff of Umkhonto we Sizwe.
E877379 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: Thembisile | Statement: [Chris Hani, givenName, Thembisile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thembisile
Context triple: [Chris Hani, givenName, Thembisile]
  • A. Gugulethu
    Gugulethu is a predominantly Black African township in Cape Town, South Africa, known for its vibrant culture and history of anti-apartheid activism.
  • B. Mamphela
    Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
  • C. Nontsikelelo
    Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
  • D. Thandiwe
    Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
  • E. Thokozani
    Thokozani is a given name most notably borne by Zimbabwean politician Thokozani Khupe.
  • 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: Thembisile
Triple: [Chris Hani, givenName, Thembisile]
Generated description
Thembisile is the given first name of Chris Hani, the prominent South African anti-apartheid leader and chief of staff of Umkhonto we Sizwe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thembisile
Target entity description: Thembisile is the given first name of Chris Hani, the prominent South African anti-apartheid leader and chief of staff of Umkhonto we Sizwe.
  • A. Gugulethu
    Gugulethu is a predominantly Black African township in Cape Town, South Africa, known for its vibrant culture and history of anti-apartheid activism.
  • B. Mamphela
    Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
  • C. Nontsikelelo
    Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
  • D. Thandiwe
    Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
  • E. Thokozani
    Thokozani is a given name most notably borne by Zimbabwean politician Thokozani Khupe.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dff85674819099bf40c9f4fede15 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a71fac48190a6d7c99ebc5aad0a completed April 10, 2026, 10:32 p.m.
NEDg Description generation batch_69d97cc2b66c8190909a23927fbe3af5 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e13913081908dd1fb60fa44db05 completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:06 p.m.