Triple
T16343053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rambouillet Agreement |
E396855
|
entity |
| Predicate | militaryOperationTriggered |
P72293
|
FINISHED |
| Object | Operation Allied Force |
E84881
|
NE FINISHED |
How this triple was built (3 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 Allied Force | Statement: [Rambouillet Agreement, militaryOperationTriggered, Operation Allied Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Allied Force Context triple: [Rambouillet Agreement, militaryOperationTriggered, Operation Allied Force]
-
A.
Operation Deliberate Force
Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
-
B.
NATO bombing of Yugoslavia
chosen
The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
-
C.
NATO airstrikes
NATO airstrikes were a series of aerial bombardment operations conducted by the North Atlantic Treaty Organization, notably during the 2011 Libyan Civil War to weaken Muammar Gaddafi’s forces and support rebel advances.
-
D.
Kosovo War
The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
-
E.
Operation Northern Watch
Operation Northern Watch was a U.S.-led multinational air operation that enforced a no-fly zone over northern Iraq from 1997 to 2003 to protect Kurdish populations and monitor Iraqi compliance with post–Gulf War agreements.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: militaryOperationTriggered Context triple: [Rambouillet Agreement, militaryOperationTriggered, Operation Allied Force]
-
A.
militaryActivity
Indicates that an entity is engaged in, associated with, or affected by actions, operations, or preparations conducted by armed forces.
-
B.
coordinatesMilitaryOperationsOf
Indicates having authority to plan, direct, and manage the military operations carried out by another entity.
-
C.
militaryOperationName
chosen
Indicates the specific named military operation associated with an action, event, or entity.
-
D.
offensiveOperation
Indicates an action or campaign in which a party actively initiates hostile or military measures against an opponent.
-
E.
offensiveOperationBy
Indicates that an offensive military or strategic operation is carried out by a specified actor or entity.
- F. None of above.
Provenance (4 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da0b88d081908a99cafa8e0ae5db |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dadcaa48190865cec201cde47e3 |
completed | May 10, 2026, 7:03 a.m. |
| PD | Predicate disambiguation | batch_69e226eba9b48190af6e80d3d1c2aed3 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:07 a.m.