Triple
T3376916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Desert Storm |
E71085
|
entity |
| Predicate | hasCampaignName |
P48078
|
FINISHED |
| Object | Gulf War air campaign |
E2119
|
NE FINISHED |
How this triple was built (3 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 air campaign | Statement: [Operation Desert Storm, hasCampaignName, Gulf War air campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf War air campaign Context triple: [Operation Desert Storm, hasCampaignName, Gulf War air campaign]
-
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.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCampaignName Context triple: [Operation Desert Storm, hasCampaignName, Gulf War air campaign]
-
A.
testCampaign
Indicates that an entity is involved in or associated with a campaign conducted for testing, experimentation, or evaluation purposes.
-
B.
marketingNameOf
Indicates that one entity is the marketing or brand name used to promote or refer to another entity.
-
C.
campaignType
Indicates the specific category or kind of campaign an entity is associated with or participates in.
-
D.
campaignOrService
Indicates that one entity is a campaign and the other is a service that the campaign promotes, uses, or is associated with.
-
E.
hasSignageName
Indicates that an entity has a specific name or label as it appears on its physical signage.
- F. None of above. chosen
Provenance (5 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_69ad85a7f80c8190a05e43013f298942 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2e8d1988190b6fb6c4c5502f25f |
completed | March 8, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bc17dd881908fc5fb0d4a23f40f |
completed | March 12, 2026, 11:26 p.m. |
| PD | Predicate disambiguation | batch_69ada433059881908e46f38cc5f40a32 |
completed | March 8, 2026, 4:30 p.m. |
| PDg | Predicate description generation | batch_69adaa518ac88190b64f949ace018ab7 |
completed | March 8, 2026, 4:56 p.m. |
Created at: March 8, 2026, 3:13 p.m.