Triple
T2131264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of National Accord |
E46543
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | Khalifa Haftar |
E47030
|
NE FINISHED |
How this triple was built (2 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: Khalifa Haftar | Statement: [Government of National Accord, opposedBy, Khalifa Haftar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalifa Haftar Context triple: [Government of National Accord, opposedBy, Khalifa Haftar]
-
A.
Khalifa Haftar
chosen
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
B.
Abu Nasr al-Sarraj
Abu Nasr al-Sarraj was a 10th-century Sufi scholar best known for his seminal work "Kitab al-Luma'," one of the earliest comprehensive manuals on Sufi doctrine and practice.
-
C.
Fayez al-Sarraj
Fayez al-Sarraj is a Libyan politician who served as the head of the UN-backed Government of National Accord during the Second Libyan Civil War.
-
D.
Mohamed Hussein Tantawi
Mohamed Hussein Tantawi was an Egyptian field marshal and longtime defense minister who led the Supreme Council of the Armed Forces and effectively ruled Egypt following Hosni Mubarak’s ouster in 2011.
-
E.
Abdel Aziz al-Rantisi
Abdel Aziz al-Rantisi was a Palestinian physician and political leader who co-founded and became a prominent spokesman and leader of the Islamist militant organization Hamas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb79f21881909ad8d1a09c1f29fd |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a82a7c8190bc6737034d01f176 |
completed | March 9, 2026, 4:50 a.m. |
Created at: March 4, 2026, 7:44 p.m.