Triple

T1199806

Position	Surface form	Disambiguated ID	Type / Status
Subject	Iraqi Interim Government forces	`E25753`	entity
Predicate	formedFrom	`P402`	FINISHED
Object	Coalition Provisional Authority-trained Iraqi forces Coalition Provisional Authority-trained Iraqi forces were security and military units established and trained under U.S.-led occupation after the 2003 invasion of Iraq to form the core of the country’s new armed and police forces.	`E135960`	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: Coalition Provisional Authority-trained Iraqi forces | Statement: [Iraqi Interim Government forces, formedFrom, Coalition Provisional Authority-trained Iraqi forces]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Coalition Provisional Authority-trained Iraqi forces
Context triple: [Iraqi Interim Government forces, formedFrom, Coalition Provisional Authority-trained Iraqi forces]

A. 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.
B. 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.
C. Multinational force in Iraq
The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
D. Iraqi Republican Guard
The Iraqi Republican Guard was an elite military force in Iraq that served as Saddam Hussein’s primary instrument of regime protection and offensive operations.
E. Coalition Provisional Authority
The Coalition Provisional Authority was the U.S.-led interim governing body that administered Iraq following the 2003 invasion and the fall of Saddam Hussein’s regime.
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: Coalition Provisional Authority-trained Iraqi forces
Triple: [Iraqi Interim Government forces, formedFrom, Coalition Provisional Authority-trained Iraqi forces]

Generated description

Coalition Provisional Authority-trained Iraqi forces were security and military units established and trained under U.S.-led occupation after the 2003 invasion of Iraq to form the core of the country’s new armed and police forces.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Coalition Provisional Authority-trained Iraqi forces
Target entity description: Coalition Provisional Authority-trained Iraqi forces were security and military units established and trained under U.S.-led occupation after the 2003 invasion of Iraq to form the core of the country’s new armed and police forces.

A. 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.
B. 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.
C. Multinational force in Iraq
The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
D. Iraqi Republican Guard
The Iraqi Republican Guard was an elite military force in Iraq that served as Saddam Hussein’s primary instrument of regime protection and offensive operations.
E. Coalition Provisional Authority
The Coalition Provisional Authority was the U.S.-led interim governing body that administered Iraq following the 2003 invasion and the fall of Saddam Hussein’s regime.
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_69a49429f5ec8190a6a205eb0ae81e5e`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4bd9d56748190a12fe4a30346f1d8`	completed	March 1, 2026, 10:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac765c58d48190bbd460663d965097`	completed	March 7, 2026, 7:02 p.m.
NEDg	Description generation	`batch_69ac76f20f308190be3c831eb2d59763`	completed	March 7, 2026, 7:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac775a43d881908f12026a38fba2c8`	completed	March 7, 2026, 7:07 p.m.

Created at: March 1, 2026, 7:46 p.m.