Triple
T18366108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Nasiriyah |
E440048
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object | Iraqi irregular forces |
—
|
NE NERFINISHED |
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: Iraqi irregular forces | Statement: [Battle of Nasiriyah, hasParticipant, Iraqi irregular forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraqi irregular forces Context triple: [Battle of Nasiriyah, hasParticipant, Iraqi irregular forces]
-
A.
Iraqi National Guard
The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
-
B.
Iraqi Special Operations Forces
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
-
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.
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.
-
E.
Iraqi Security Forces
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iraqi irregular forces Target entity description: Iraqi irregular forces were non-uniformed, often militia-style combatants in Iraq who engaged in guerrilla and unconventional warfare, particularly during the 2003 invasion.
-
A.
Iraqi National Guard
The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
-
B.
Iraqi Special Operations Forces
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
-
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.
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.
-
E.
Iraqi Security Forces
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
- F. None of above. chosen
Provenance (2 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_69d8b918221c8190a9f7b563d64ac677 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5174e834481909453ba25561d1b1d |
completed | April 19, 2026, 5:56 p.m. |
Created at: April 10, 2026, 10:38 a.m.