Triple
T4523799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kader Asmal |
E103327
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Louise Asmal
Louise Asmal is a South African human-rights activist and academic, known for her work alongside her husband Kader Asmal in the anti-apartheid movement and in legal education.
|
E453083
|
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: Louise Asmal | Statement: [Kader Asmal, spouse, Louise Asmal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louise Asmal Context triple: [Kader Asmal, spouse, Louise Asmal]
-
A.
Helen Humes
Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
-
B.
Helen Melland
Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
-
C.
Eve Barham
Eve Barham was a British doctor and the first wife of evolutionary biologist Richard Dawkins.
-
D.
Barbara Leeds
Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
-
E.
Carole Eastman
Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
- 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: Louise Asmal Triple: [Kader Asmal, spouse, Louise Asmal]
Generated description
Louise Asmal is a South African human-rights activist and academic, known for her work alongside her husband Kader Asmal in the anti-apartheid movement and in legal education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louise Asmal Target entity description: Louise Asmal is a South African human-rights activist and academic, known for her work alongside her husband Kader Asmal in the anti-apartheid movement and in legal education.
-
A.
Helen Humes
Helen Humes was an American jazz and blues singer known for her work with Count Basie’s orchestra and her versatile, swinging vocal style.
-
B.
Helen Melland
Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
-
C.
Eve Barham
Eve Barham was a British doctor and the first wife of evolutionary biologist Richard Dawkins.
-
D.
Barbara Leeds
Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
-
E.
Carole Eastman
Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
- 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_69bd43dba59881908cf59b31df8c7ae1 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5773341c8190bf27745feb863575 |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc55254848190940c506e75d79933 |
completed | March 20, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69bdc8eea638819080c255769a66d651 |
completed | March 20, 2026, 10:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc96926288190b7a922adf15098f4 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:03 p.m.