Triple
T2144418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khalifa Haftar |
E47030
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Benghazi Military Academy |
E41525
|
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: Benghazi Military Academy | Statement: [Khalifa Haftar, education, Benghazi Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi Military Academy Context triple: [Khalifa Haftar, education, Benghazi Military Academy]
-
A.
Royal Military Academy, Benghazi
chosen
The Royal Military Academy in Benghazi is a Libyan military training institution best known as the place where Muammar Gaddafi and several of his fellow officers were educated before leading the 1969 coup that brought him to power.
-
B.
Egyptian Military Academy
The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
-
C.
Military Academy of the Jamahiriya
The Military Academy of the Jamahiriya was a Libyan military training institution associated with the armed forces of Muammar Gaddafi’s regime.
-
D.
Syrian Air Force Academy
The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
-
E.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe223f848190a60bd0f15aed1021 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b8152c81908c66d389bf14dc7e |
completed | March 9, 2026, 4:51 a.m. |
Created at: March 4, 2026, 7:44 p.m.