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.