Triple
T1076943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yemen conflict (Saudi-led coalition) |
E23860
|
entity |
| Predicate | codenameInitialOperation |
P2980
|
FINISHED |
| Object |
Operation Decisive Storm
Operation Decisive Storm was the initial Saudi-led military air campaign launched in 2015 against Houthi forces in Yemen.
|
E150968
|
NE FINISHED |
How this triple was built (5 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: Operation Decisive Storm | Statement: [Yemen conflict (Saudi-led coalition), codenameInitialOperation, Operation Decisive Storm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Decisive Storm Context triple: [Yemen conflict (Saudi-led coalition), codenameInitialOperation, Operation Decisive Storm]
-
A.
Operation Garden
Operation Garden was the ground offensive component of the World War II Allied Operation Market Garden, in which British XXX Corps advanced north through the Netherlands to link up with airborne forces.
-
B.
Operation Cobra
Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
-
C.
Operation Paukenschlag
Operation Paukenschlag was a World War II German U-boat campaign in early 1942 that targeted Allied shipping along the North American east coast, causing heavy losses.
-
D.
Operation Veritable
Operation Veritable was a major Allied offensive in early 1945 to clear the Reichswald and advance into the Rhineland as part of the final push into Nazi Germany during World War II.
-
E.
Operation Avalanche
Operation Avalanche was the Allied amphibious invasion of mainland Italy at Salerno in September 1943, a key campaign that led to the downfall of Mussolini’s regime and opened a new front against Nazi Germany in Europe.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Operation Decisive Storm Triple: [Yemen conflict (Saudi-led coalition), codenameInitialOperation, Operation Decisive Storm]
Generated description
Operation Decisive Storm was the initial Saudi-led military air campaign launched in 2015 against Houthi forces in Yemen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Decisive Storm Target entity description: Operation Decisive Storm was the initial Saudi-led military air campaign launched in 2015 against Houthi forces in Yemen.
-
A.
Operation Garden
Operation Garden was the ground offensive component of the World War II Allied Operation Market Garden, in which British XXX Corps advanced north through the Netherlands to link up with airborne forces.
-
B.
Operation Cobra
Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
-
C.
Operation Paukenschlag
Operation Paukenschlag was a World War II German U-boat campaign in early 1942 that targeted Allied shipping along the North American east coast, causing heavy losses.
-
D.
Operation Veritable
Operation Veritable was a major Allied offensive in early 1945 to clear the Reichswald and advance into the Rhineland as part of the final push into Nazi Germany during World War II.
-
E.
Operation Avalanche
Operation Avalanche was the Allied amphibious invasion of mainland Italy at Salerno in September 1943, a key campaign that led to the downfall of Mussolini’s regime and opened a new front against Nazi Germany in Europe.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: codenameInitialOperation Context triple: [Yemen conflict (Saudi-led coalition), codenameInitialOperation, Operation Decisive Storm]
-
A.
SovietOperationName
Indicates that a specific military or intelligence operation is identified by the codename assigned to it by Soviet authorities.
-
B.
operationCodeName
chosen
Indicates that an operation is associated with a specific code name used to identify or refer to it.
-
C.
codeNameOfGermanInvasionPlan
Indicates that one entity is the codename assigned to a specific German invasion plan involving the other entity.
-
D.
codenameUser
Indicates that a user is assigned or associated with a particular codename.
-
E.
SovietOperation
Indicates that an operation, mission, or organized activity is conducted by, on behalf of, or under the authority of the Soviet Union or its institutions.
- F. None of above.
Provenance (6 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b940d4848190930e73597afd1fcf |
completed | March 1, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf0e6f948190b5dc708884f20ab5 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf77a3748190a510ea10d8ae4373 |
completed | March 8, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbfe5eae88190ba65808402ada37f |
completed | March 8, 2026, 12:16 a.m. |
| PD | Predicate disambiguation | batch_69a4b73ba8208190be7f3cef8c18689b |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:42 p.m.