Triple

T1076944
Position Surface form Disambiguated ID Type / Status
Subject Yemen conflict (Saudi-led coalition) E23860 entity
Predicate subsequentOperationName P23635 FINISHED
Object Operation Restoring Hope
Operation Restoring Hope is a Saudi-led military and political campaign in Yemen focused on stabilizing the country and supporting the internationally recognized government following earlier large-scale combat operations.
E123422 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 Restoring Hope | Statement: [Yemen conflict (Saudi-led coalition), subsequentOperationName, Operation Restoring Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Restoring Hope
Context triple: [Yemen conflict (Saudi-led coalition), subsequentOperationName, Operation Restoring Hope]
  • A. Operation Just Cause
    Operation Just Cause was the 1989 U.S. invasion of Panama aimed at deposing military leader Manuel Noriega and securing American strategic interests in the region.
  • B. Operation Solomon
    Operation Solomon was a 1991 Israeli airlift that rapidly evacuated and resettled thousands of Ethiopian Jews from Ethiopia to Israel.
  • C. Operation Urgent Fury
    Operation Urgent Fury was the 1983 U.S.-led invasion of Grenada aimed at overthrowing a Marxist government and protecting American citizens on the island.
  • D. Operation Provide Comfort
    Operation Provide Comfort was a post–Gulf War multinational humanitarian and military mission led by the United States and its allies to protect Kurdish refugees in northern Iraq from Saddam Hussein’s forces.
  • 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. 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 Restoring Hope
Triple: [Yemen conflict (Saudi-led coalition), subsequentOperationName, Operation Restoring Hope]
Generated description
Operation Restoring Hope is a Saudi-led military and political campaign in Yemen focused on stabilizing the country and supporting the internationally recognized government following earlier large-scale combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Restoring Hope
Target entity description: Operation Restoring Hope is a Saudi-led military and political campaign in Yemen focused on stabilizing the country and supporting the internationally recognized government following earlier large-scale combat operations.
  • A. Operation Just Cause
    Operation Just Cause was the 1989 U.S. invasion of Panama aimed at deposing military leader Manuel Noriega and securing American strategic interests in the region.
  • B. Operation Solomon
    Operation Solomon was a 1991 Israeli airlift that rapidly evacuated and resettled thousands of Ethiopian Jews from Ethiopia to Israel.
  • C. Operation Urgent Fury
    Operation Urgent Fury was the 1983 U.S.-led invasion of Grenada aimed at overthrowing a Marxist government and protecting American citizens on the island.
  • D. Operation Provide Comfort
    Operation Provide Comfort was a post–Gulf War multinational humanitarian and military mission led by the United States and its allies to protect Kurdish refugees in northern Iraq from Saddam Hussein’s forces.
  • 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. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subsequentOperationName
Context triple: [Yemen conflict (Saudi-led coalition), subsequentOperationName, Operation Restoring Hope]
  • A. subsequentOrder
    Indicates that one order occurs after or follows another order in sequence.
  • B. operationName
    Indicates the specific action or procedure being performed or invoked within a process or system.
  • C. subsequentUse
    Indicates that one entity is used, applied, or consumed after another entity in time or sequence.
  • D. subOperation
    Indicates that one operation functions as a subordinate or component part of another, larger operation.
  • E. subsequentForm
    Indicates that one form, version, or state of something occurs later in sequence or development than another.
  • F. None of above. chosen

Provenance (7 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_69ac42abc7a08190a34f5b2d393db30e completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac4336328481908aba0260c6504a1a completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b393748190a5fa81b7ab7fa911 completed March 7, 2026, 3:26 p.m.
PD Predicate disambiguation batch_69a4b73ba8208190be7f3cef8c18689b completed March 1, 2026, 10:01 p.m.
PDg Predicate description generation batch_69a4b80f0fb08190a19a50e38ae8f16c completed March 1, 2026, 10:05 p.m.
Created at: March 1, 2026, 7:42 p.m.