Triple
T9053439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan Army |
E216939
|
entity |
| Predicate | notableLeader |
P304
|
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: [Libyan Army, notableLeader, Khalifa Haftar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalifa Haftar Context triple: [Libyan Army, notableLeader, 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.
Khalid Haftar
Khalid Haftar is a son of Libyan military commander Khalifa Haftar and a member of the influential Haftar family involved in Libya’s political and security landscape.
-
C.
Saddam Haftar
Saddam Haftar is a Libyan military commander and son of General Khalifa Haftar, known for leading forces aligned with his father's Libyan National Army.
-
D.
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.
-
E.
Abdel Fattah al-Burhan
Abdel Fattah al-Burhan is a Sudanese army general who became the de facto head of state after leading the military takeover that ousted President Omar al-Bashir in 2019.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7a71a9d88190949ef9dc6816d6ab |
completed | April 1, 2026, 1:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebd1450c819092dccae2c48b100d |
completed | April 3, 2026, 4:33 p.m. |
Created at: March 30, 2026, 7:10 p.m.