Triple

T2922510

Position	Surface form	Disambiguated ID	Type / Status
Subject	Multinational force in Iraq	`E78761`	entity
Predicate	successor	`P78`	FINISHED
Object	United States Forces – Iraq United States Forces – Iraq was the U.S. military command responsible for overseeing and conducting American operations in Iraq during the later stages of the Iraq War.	`E309168`	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: United States Forces – Iraq | Statement: [Multinational force in Iraq, successor, United States Forces – Iraq]

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

Target entity: United States Forces – Iraq
Context triple: [Multinational force in Iraq, successor, United States Forces – Iraq]

A. 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.
B. U.S. Forces–Afghanistan
U.S. Forces–Afghanistan was the U.S. military headquarters responsible for overseeing American combat and support operations in Afghanistan during the later stages of the War in Afghanistan.
C. 3rd Security Force Assistance Brigade
The 3rd Security Force Assistance Brigade is a U.S. Army unit specialized in training, advising, and assisting foreign security forces, particularly in support of security cooperation and partner capacity-building missions.
D. 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.
E. Joint Task Force-Bravo
Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
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: United States Forces – Iraq
Triple: [Multinational force in Iraq, successor, United States Forces – Iraq]

Generated description

United States Forces – Iraq was the U.S. military command responsible for overseeing and conducting American operations in Iraq during the later stages of the Iraq War.

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

Target entity: United States Forces – Iraq
Target entity description: United States Forces – Iraq was the U.S. military command responsible for overseeing and conducting American operations in Iraq during the later stages of the Iraq War.

A. 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.
B. U.S. Forces–Afghanistan
U.S. Forces–Afghanistan was the U.S. military headquarters responsible for overseeing American combat and support operations in Afghanistan during the later stages of the War in Afghanistan.
C. 3rd Security Force Assistance Brigade
The 3rd Security Force Assistance Brigade is a U.S. Army unit specialized in training, advising, and assisting foreign security forces, particularly in support of security cooperation and partner capacity-building missions.
D. 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.
E. Joint Task Force-Bravo
Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
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_69ad8b0c2ad081909ff87050ae542bb9`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad97bd65ac81909a05ea2bade113d0`	completed	March 8, 2026, 3:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b056344ca48190b4d14dd2c1ac643d`	completed	March 10, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69b05b30b1dc819085fdf1c7ad14f13e`	completed	March 10, 2026, 5:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69b05c43b08481908ae7cbd23f0b8a93`	completed	March 10, 2026, 6 p.m.

Created at: March 8, 2026, 2:54 p.m.