Triple
T13672338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ali Kiba |
E327780
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Amina Khalef
Amina Khalef is a Kenyan public figure best known for her high-profile marriage to Tanzanian Bongo Flava star Ali Kiba.
|
E1055084
|
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: Amina Khalef | Statement: [Ali Kiba, spouse, Amina Khalef]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amina Khalef Context triple: [Ali Kiba, spouse, Amina Khalef]
-
A.
Karima Al-Amin
Karima Al-Amin is an American lawyer and civil rights advocate, known for her legal and community work and for being married to former Black Panther leader H. Rap Brown (Jamil Al-Amin).
-
B.
Fatma Mohamed
Fatma Mohamed is an actress best known for her recurring roles in Peter Strickland’s films, including the horror-comedy "In Fabric."
-
C.
Azza Ahmed Nowari
Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
-
D.
Hala Hussein
Hala Hussein is a daughter of former Iraqi president Saddam Hussein and a member of his immediate family.
-
E.
Hadya Sher Ali
Hadya Sher Ali is a Pakistani woman known primarily for her brief marriage to British-Pakistani heart surgeon Hasnat Khan.
- 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: Amina Khalef Triple: [Ali Kiba, spouse, Amina Khalef]
Generated description
Amina Khalef is a Kenyan public figure best known for her high-profile marriage to Tanzanian Bongo Flava star Ali Kiba.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amina Khalef Target entity description: Amina Khalef is a Kenyan public figure best known for her high-profile marriage to Tanzanian Bongo Flava star Ali Kiba.
-
A.
Karima Al-Amin
Karima Al-Amin is an American lawyer and civil rights advocate, known for her legal and community work and for being married to former Black Panther leader H. Rap Brown (Jamil Al-Amin).
-
B.
Fatma Mohamed
Fatma Mohamed is an actress best known for her recurring roles in Peter Strickland’s films, including the horror-comedy "In Fabric."
-
C.
Azza Ahmed Nowari
Azza Ahmed Nowari was the wife of al-Qaeda leader Ayman al-Zawahiri and was known primarily for her association with him and her death alongside some of their children during a U.S. airstrike in Afghanistan in 2001.
-
D.
Hala Hussein
Hala Hussein is a daughter of former Iraqi president Saddam Hussein and a member of his immediate family.
-
E.
Hadya Sher Ali
Hadya Sher Ali is a Pakistani woman known primarily for her brief marriage to British-Pakistani heart surgeon Hasnat Khan.
- 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_69d8076f1fa8819094664a59b55010df |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc65aab348190a6611f5765f8392d |
completed | April 12, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7943bfaf0819097410e901847d77c |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f79655d5f08190a3cbf3e12e2ffa67 |
completed | May 3, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7972a1cf48190a1d435227414967a |
completed | May 3, 2026, 6:42 p.m. |
Created at: April 9, 2026, 9:53 p.m.