Triple

T8152133
Position Surface form Disambiguated ID Type / Status
Subject Black Consciousness Movement E190356 entity
Predicate keyFigure P256 FINISHED
Object Asha Rambally
Asha Rambally is a prominent activist and intellectual associated with South Africa’s Black Consciousness Movement, known for advancing Black political and cultural empowerment.
E717523 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: Asha Rambally | Statement: [Black Consciousness Movement, keyFigure, Asha Rambally]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asha Rambally
Context triple: [Black Consciousness Movement, keyFigure, Asha Rambally]
  • A. Asha Bhosle
    Asha Bhosle is a legendary Indian playback singer renowned for her versatile voice and vast repertoire across numerous film and non-film songs in multiple languages.
  • B. Alka Yagnik
    Alka Yagnik is a renowned Indian playback singer celebrated for her melodious voice and numerous hit songs in Hindi cinema since the 1980s.
  • C. Mangeshkar
    Mangeshkar is a prominent Indian family name most famously associated with legendary playback singers such as Lata Mangeshkar and Asha Bhosle.
  • D. Hema Malini
    Hema Malini is a renowned Indian actress, dancer, filmmaker, and politician, celebrated as one of Bollywood’s most iconic leading ladies since the 1970s.
  • E. Usha Mangeshkar
    Usha Mangeshkar is an Indian playback singer known for her work in Hindi and regional film music and for being part of the renowned Mangeshkar musical family.
  • 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: Asha Rambally
Triple: [Black Consciousness Movement, keyFigure, Asha Rambally]
Generated description
Asha Rambally is a prominent activist and intellectual associated with South Africa’s Black Consciousness Movement, known for advancing Black political and cultural empowerment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asha Rambally
Target entity description: Asha Rambally is a prominent activist and intellectual associated with South Africa’s Black Consciousness Movement, known for advancing Black political and cultural empowerment.
  • A. Asha Bhosle
    Asha Bhosle is a legendary Indian playback singer renowned for her versatile voice and vast repertoire across numerous film and non-film songs in multiple languages.
  • B. Alka Yagnik
    Alka Yagnik is a renowned Indian playback singer celebrated for her melodious voice and numerous hit songs in Hindi cinema since the 1980s.
  • C. Mangeshkar
    Mangeshkar is a prominent Indian family name most famously associated with legendary playback singers such as Lata Mangeshkar and Asha Bhosle.
  • D. Hema Malini
    Hema Malini is a renowned Indian actress, dancer, filmmaker, and politician, celebrated as one of Bollywood’s most iconic leading ladies since the 1970s.
  • E. Usha Mangeshkar
    Usha Mangeshkar is an Indian playback singer known for her work in Hindi and regional film music and for being part of the renowned Mangeshkar musical family.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4483799c81908e73f9a87ed99185 completed March 31, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbef9f28881909961b599d395d6df completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc310b514819099228a1cc66517c5 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd8041c00819094094701ace21aa0 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:37 p.m.