Triple
T1172799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | al-Qaeda in Iraq |
E24951
|
entity |
| Predicate | opposedGroup |
P15297
|
FINISHED |
| Object | U.S.-led coalition forces in Iraq |
E78761
|
NE FINISHED |
How this triple was built (2 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: U.S.-led coalition forces in Iraq | Statement: [al-Qaeda in Iraq, opposedGroup, U.S.-led coalition forces in Iraq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S.-led coalition forces in Iraq Context triple: [al-Qaeda in Iraq, opposedGroup, U.S.-led coalition forces in Iraq]
-
A.
Multinational force in Iraq
chosen
The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
-
B.
Iraqi Interim Government forces
The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
-
C.
Iraqi Army
The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
-
D.
Operation Inherent Resolve
Operation Inherent Resolve is the U.S.-led military campaign launched in 2014 to combat ISIS and associated extremist groups in Iraq and Syria.
-
E.
Iraqi no-fly zone enforcement
Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a494082a7c819095004f423f294a64 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bcecab688190b21a926874cd98d1 |
completed | March 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac668a135881909b885e2816ee8240 |
completed | March 7, 2026, 5:55 p.m. |
Created at: March 1, 2026, 7:45 p.m.