Triple
T1990956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Benghazi |
E43249
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object | Libyan Air Force loyal to Gaddafi |
E167449
|
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: Libyan Air Force loyal to Gaddafi | Statement: [Battle of Benghazi, hasParticipant, Libyan Air Force loyal to Gaddafi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan Air Force loyal to Gaddafi Context triple: [Battle of Benghazi, hasParticipant, Libyan Air Force loyal to Gaddafi]
-
A.
Libyan Air Force
chosen
The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
-
B.
Libyan Army
The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
-
C.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
-
D.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
E.
anti-Gaddafi rebel forces
The anti-Gaddafi rebel forces were the coalition of Libyan opposition fighters that rose up during the 2011 Libyan Civil War to overthrow Muammar Gaddafi’s regime.
- 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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8451fe8819093531052f4533c36 |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0338631c8190a8c7e5177ac473a8 |
completed | March 8, 2026, 11:16 p.m. |
Created at: March 4, 2026, 7:37 p.m.