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.