Triple
T10187518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Revolutionary Brigades |
E236948
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object | battle for Benghazi (2011) |
E727111
|
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: battle for Benghazi (2011) | Statement: [Revolutionary Brigades, participatedIn, battle for Benghazi (2011)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: battle for Benghazi (2011) Context triple: [Revolutionary Brigades, participatedIn, battle for Benghazi (2011)]
-
A.
Battle of Benghazi (2011)
chosen
The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
B.
Misrata militias
Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
-
C.
Battle for Tripoli International Airport (2014)
The Battle for Tripoli International Airport (2014) was a major armed confrontation during Libya’s post-revolution civil conflict, in which rival militias fought for control of the country’s main international air hub and a key strategic asset in the capital.
-
D.
Battle of Tripoli (2011)
The Battle of Tripoli (2011) was the decisive rebel offensive during the Libyan Civil War that led to the fall of Muammar Gaddafi’s regime and the capture of the capital city.
-
E.
2011 Libyan Civil War
The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
- 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_69ca84d7260c8190bfbec36762943f37 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cded7a7aac8190af8dcb8374e62d68 |
completed | April 2, 2026, 4:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317adddc88190a41d0eabe64f952b |
completed | April 6, 2026, 2:17 a.m. |
Created at: March 30, 2026, 9:12 p.m.