Triple
T14560529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Moroccan Air Force |
E341651
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object | Gulf War coalition air operations |
E2119
|
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: Gulf War coalition air operations | Statement: [Royal Moroccan Air Force, notableOperation, Gulf War coalition air operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf War coalition air operations Context triple: [Royal Moroccan Air Force, notableOperation, Gulf War coalition air operations]
-
A.
Operation Desert Storm
Operation Desert Storm was the 1991 U.S.-led combat phase of the Gulf War that used a massive air campaign followed by a swift ground offensive to liberate Kuwait from Iraqi occupation.
-
B.
Gulf War
chosen
The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
-
C.
Operation Desert Shield
Operation Desert Shield was the large-scale U.S.-led military buildup and defensive deployment to Saudi Arabia in 1990 that preceded and set the stage for the combat phase of the Gulf War.
-
D.
NATO airstrikes
NATO airstrikes were a series of aerial bombardment operations conducted by the North Atlantic Treaty Organization, notably during the 2011 Libyan Civil War to weaken Muammar Gaddafi’s forces and support rebel advances.
-
E.
The Persian Gulf TV War
The Persian Gulf TV War is a critical media studies book by Douglas Kellner that analyzes how television coverage shaped public perception and politics during the 1990–1991 Gulf 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb389d0f48190a1d9d69456d1cbe1 |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac294748190a4bfeed8c5fd9e94 |
completed | May 8, 2026, 7:03 a.m. |
Created at: April 10, 2026, 1:23 a.m.