Triple

T2922580

Position	Surface form	Disambiguated ID	Type / Status
Subject	Battle of Al Amarah	`E78763`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	British military operations in Iraq British military operations in Iraq comprised the United Kingdom’s combat, stabilization, and counterinsurgency activities during and after the 2003 invasion, primarily focused on southern Iraq.	`E309172`	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: British military operations in Iraq | Statement: [Battle of Al Amarah, relatedTo, British military operations in Iraq]

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

Target entity: British military operations in Iraq
Context triple: [Battle of Al Amarah, relatedTo, British military operations in Iraq]

A. 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.
B. United Kingdom military operations in Europe
United Kingdom military operations in Europe encompass the various campaigns, interventions, and peacekeeping missions conducted by British armed forces across the European continent, particularly during and after the World Wars and the Cold War.
C. Operation Iraqi Freedom
Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
D. Iraq training mission
The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
E. UN mission in Iraq
The UN mission in Iraq was a post-2003 United Nations operation aimed at supporting Iraq’s political transition, reconstruction, and humanitarian needs amid ongoing conflict and instability.
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: British military operations in Iraq
Triple: [Battle of Al Amarah, relatedTo, British military operations in Iraq]

Generated description

British military operations in Iraq comprised the United Kingdom’s combat, stabilization, and counterinsurgency activities during and after the 2003 invasion, primarily focused on southern Iraq.

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

Target entity: British military operations in Iraq
Target entity description: British military operations in Iraq comprised the United Kingdom’s combat, stabilization, and counterinsurgency activities during and after the 2003 invasion, primarily focused on southern Iraq.

A. 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.
B. United Kingdom military operations in Europe
United Kingdom military operations in Europe encompass the various campaigns, interventions, and peacekeeping missions conducted by British armed forces across the European continent, particularly during and after the World Wars and the Cold War.
C. Operation Iraqi Freedom
Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
D. Iraq training mission
The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
E. UN mission in Iraq
The UN mission in Iraq was a post-2003 United Nations operation aimed at supporting Iraq’s political transition, reconstruction, and humanitarian needs amid ongoing conflict and instability.
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.