Triple
T2742585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1st Marine Logistics Group |
E60785
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object |
Operation Restore Hope
Operation Restore Hope was a U.S.-led United Nations humanitarian and military intervention in early 1990s Somalia aimed at securing aid delivery amid civil war and famine.
|
E295300
|
NE FINISHED |
How this triple was built (4 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 Restore Hope | Statement: [1st Marine Logistics Group, notableOperation, Operation Restore Hope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Restore Hope Context triple: [1st Marine Logistics Group, notableOperation, Operation Restore Hope]
-
A.
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.
-
B.
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.
-
C.
Operation Promote Liberty
Operation Promote Liberty was the U.S.-led military and stabilization mission in Panama that followed the 1989 invasion, focusing on restoring order and supporting the transition to democratic governance.
-
D.
Operation Eagle Claw
Operation Eagle Claw was a failed 1980 U.S. military mission to rescue American hostages in Iran, which led to significant changes in U.S. special operations forces.
-
E.
Operation Solomon
Operation Solomon was a 1991 Israeli airlift that rapidly evacuated and resettled thousands of Ethiopian Jews from Ethiopia to Israel.
- 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 Restore Hope Triple: [1st Marine Logistics Group, notableOperation, Operation Restore Hope]
Generated description
Operation Restore Hope was a U.S.-led United Nations humanitarian and military intervention in early 1990s Somalia aimed at securing aid delivery amid civil war and famine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Restore Hope Target entity description: Operation Restore Hope was a U.S.-led United Nations humanitarian and military intervention in early 1990s Somalia aimed at securing aid delivery amid civil war and famine.
-
A.
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.
-
B.
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.
-
C.
Operation Promote Liberty
Operation Promote Liberty was the U.S.-led military and stabilization mission in Panama that followed the 1989 invasion, focusing on restoring order and supporting the transition to democratic governance.
-
D.
Operation Eagle Claw
Operation Eagle Claw was a failed 1980 U.S. military mission to rescue American hostages in Iran, which led to significant changes in U.S. special operations forces.
-
E.
Operation Solomon
Operation Solomon was a 1991 Israeli airlift that rapidly evacuated and resettled thousands of Ethiopian Jews from Ethiopia to Israel.
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb314410819095d4822f9277e6ff |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbcca19881908b2e2eb0478c3e45 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbc758cc48190a96f80a850316ce3 |
completed | March 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbd7be9088190a19bed27249e95c4 |
completed | March 10, 2026, 6:43 a.m. |
Created at: March 6, 2026, 9:56 p.m.