Triple
T2069709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayesha Gaddafi |
E45986
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ahmed al-Gaddafi al-Qahsi
Ahmed al-Gaddafi al-Qahsi is a member of Libya’s Gaddafi family best known as the husband of Ayesha Gaddafi, the daughter of former Libyan leader Muammar Gaddafi.
|
E361302
|
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: Ahmed al-Gaddafi al-Qahsi | Statement: [Ayesha Gaddafi, spouse, Ahmed al-Gaddafi al-Qahsi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahmed al-Gaddafi al-Qahsi Context triple: [Ayesha Gaddafi, spouse, Ahmed al-Gaddafi al-Qahsi]
-
A.
Mutassim Gaddafi
Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
-
B.
Saadi Gaddafi
Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
-
C.
Hannibal Gaddafi
Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
-
D.
Khamis Gaddafi
Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
-
E.
Khamis Muammar Gaddafi
Khamis Muammar Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
- 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: Ahmed al-Gaddafi al-Qahsi Triple: [Ayesha Gaddafi, spouse, Ahmed al-Gaddafi al-Qahsi]
Generated description
Ahmed al-Gaddafi al-Qahsi is a member of Libya’s Gaddafi family best known as the husband of Ayesha Gaddafi, the daughter of former Libyan leader Muammar Gaddafi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ahmed al-Gaddafi al-Qahsi Target entity description: Ahmed al-Gaddafi al-Qahsi is a member of Libya’s Gaddafi family best known as the husband of Ayesha Gaddafi, the daughter of former Libyan leader Muammar Gaddafi.
-
A.
Mutassim Gaddafi
Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
-
B.
Saadi Gaddafi
Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
-
C.
Hannibal Gaddafi
Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
-
D.
Khamis Gaddafi
Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
-
E.
Khamis Muammar Gaddafi
Khamis Muammar Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
- 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_69a8891b38288190abd572ccad9b6928 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9f51a008190aead0173a9289204 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367d99b548190981f471e167198da |
completed | March 13, 2026, 1:26 a.m. |
| NEDg | Description generation | batch_69b36b9562a881908e424260db3abeac |
completed | March 13, 2026, 1:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36bf6c16481908f95e5f2c2aed5ed |
completed | March 13, 2026, 1:44 a.m. |
Created at: March 4, 2026, 7:41 p.m.