Triple

T23213918
Position Surface form Disambiguated ID Type / Status
Subject Cradock E580678 entity
Predicate associatedWithPerson P37 FINISHED
Object Sicelo Mhlauli
Sicelo Mhlauli was a South African anti-apartheid activist and one of the "Cradock Four" who were murdered by security forces in 1985.
E1576087 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: Sicelo Mhlauli | Statement: [Cradock, associatedWithPerson, Sicelo Mhlauli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sicelo Mhlauli
Context triple: [Cradock, associatedWithPerson, Sicelo Mhlauli]
  • A. Ngarri Mudlanha
    Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
  • B. Mponeng Mhlauli
    Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
  • C. Johannes Modise
    Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
  • D. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • E. Velile Tshabalala
    Velile Tshabalala is a British actress best known to Doctor Who fans for her role in the 2008 Christmas special "The Next Doctor."
  • 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: Sicelo Mhlauli
Triple: [Cradock, associatedWithPerson, Sicelo Mhlauli]
Generated description
Sicelo Mhlauli was a South African anti-apartheid activist and one of the "Cradock Four" who were murdered by security forces in 1985.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sicelo Mhlauli
Target entity description: Sicelo Mhlauli was a South African anti-apartheid activist and one of the "Cradock Four" who were murdered by security forces in 1985.
  • A. Ngarri Mudlanha
    Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
  • B. Mponeng Mhlauli
    Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
  • C. Johannes Modise
    Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
  • D. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • E. Velile Tshabalala
    Velile Tshabalala is a British actress best known to Doctor Who fans for her role in the 2008 Christmas special "The Next Doctor."
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19163b9b88190a68fa6d08d37bdb7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f4d76708190bca76c2f43369b33 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c3fec592c8190a8d8ae47f310edd7 completed May 19, 2026, 10:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4064012c819083b2ffe795226ab6 completed May 19, 2026, 10:50 a.m.
Created at: April 17, 2026, 4:07 p.m.