Triple
T1765618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Transitional Council |
E38754
|
entity |
| Predicate | spokesperson |
P8470
|
FINISHED |
| Object |
Abdul Hafiz Ghoga
Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
|
E197443
|
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: Abdul Hafiz Ghoga | Statement: [National Transitional Council, spokesperson, Abdul Hafiz Ghoga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdul Hafiz Ghoga Context triple: [National Transitional Council, spokesperson, Abdul Hafiz Ghoga]
-
A.
Achmed Abdullah
Achmed Abdullah was a Russian-born American writer and screenwriter known for his exotic adventure tales and contributions to early Hollywood cinema.
-
B.
Rashid Maidin
Rashid Maidin was a prominent communist guerrilla leader in Malaya who played a key role in the anti-colonial armed struggle during the Malayan Emergency.
-
C.
Muhammad Akbar
Muhammad Akbar was a Mughal prince and son of Emperor Aurangzeb who is known for rebelling against his father and seeking refuge at the court of the Maratha leader Sambhaji and later in Persia.
-
D.
Sjahrir
Sjahrir is the surname of Sutan Sjahrir, an Indonesian nationalist leader and the country's first prime minister after independence.
-
E.
Arif Zahir
Arif Zahir is an American voice actor, impressionist, and YouTuber best known for taking over the role of Cleveland Brown on the animated series Family Guy.
- 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: Abdul Hafiz Ghoga Triple: [National Transitional Council, spokesperson, Abdul Hafiz Ghoga]
Generated description
Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdul Hafiz Ghoga Target entity description: Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
-
A.
Achmed Abdullah
Achmed Abdullah was a Russian-born American writer and screenwriter known for his exotic adventure tales and contributions to early Hollywood cinema.
-
B.
Rashid Maidin
Rashid Maidin was a prominent communist guerrilla leader in Malaya who played a key role in the anti-colonial armed struggle during the Malayan Emergency.
-
C.
Muhammad Akbar
Muhammad Akbar was a Mughal prince and son of Emperor Aurangzeb who is known for rebelling against his father and seeking refuge at the court of the Maratha leader Sambhaji and later in Persia.
-
D.
Sjahrir
Sjahrir is the surname of Sutan Sjahrir, an Indonesian nationalist leader and the country's first prime minister after independence.
-
E.
Arif Zahir
Arif Zahir is an American voice actor, impressionist, and YouTuber best known for taking over the role of Cleveland Brown on the animated series Family Guy.
- 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_69a8862d562481908d7025a1c1f67c0d |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6467c3f08190abc8a06269ede908 |
completed | March 6, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0f37a28819086c35c9f7a07dea9 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada4da6a988190847452139e1c210d |
completed | March 8, 2026, 4:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada55d96b88190a4a5c6973d69592d |
completed | March 8, 2026, 4:35 p.m. |
Created at: March 4, 2026, 7:31 p.m.