Triple

T7394472

Position	Surface form	Disambiguated ID	Type / Status
Subject	Al Anbar campaign	`E170585`	entity
Predicate	commandStructure	`P396`	FINISHED
Object	Multi-National Force – West Multi-National Force – West was a U.S.-led coalition military headquarters responsible for overseeing and conducting operations in western Iraq, particularly in Al Anbar Province, during the Iraq War.	`E664217`	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: Multi-National Force – West | Statement: [Al Anbar campaign, commandStructure, Multi-National Force – West]

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

Target entity: Multi-National Force – West
Context triple: [Al Anbar campaign, commandStructure, Multi-National Force – West]

A. Joint Task Force Central
Joint Task Force Central is a regional Canadian Armed Forces formation responsible for domestic operations and support within central Canada under the Canadian Joint Operations Command.
B. Multinational Corps Northeast
Multinational Corps Northeast is a NATO multinational land force headquarters focused on the defense and security of NATO’s northeastern flank, particularly in the Baltic region.
C. Multinational Corps Southeast
Multinational Corps Southeast is a NATO multinational land force headquarters responsible for coordinating and commanding allied ground operations in the southeastern region of the Alliance.
D. Multinational Joint Task Force
The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
E. International Security Assistance Force
The International Security Assistance Force (ISAF) was a NATO-led multinational military mission in Afghanistan tasked with stabilizing the country, supporting the Afghan government, and conducting security operations during the post-2001 conflict.
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: Multi-National Force – West
Triple: [Al Anbar campaign, commandStructure, Multi-National Force – West]

Generated description

Multi-National Force – West was a U.S.-led coalition military headquarters responsible for overseeing and conducting operations in western Iraq, particularly in Al Anbar Province, during the Iraq War.

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

Target entity: Multi-National Force – West
Target entity description: Multi-National Force – West was a U.S.-led coalition military headquarters responsible for overseeing and conducting operations in western Iraq, particularly in Al Anbar Province, during the Iraq War.

A. Joint Task Force Central
Joint Task Force Central is a regional Canadian Armed Forces formation responsible for domestic operations and support within central Canada under the Canadian Joint Operations Command.
B. Multinational Corps Northeast
Multinational Corps Northeast is a NATO multinational land force headquarters focused on the defense and security of NATO’s northeastern flank, particularly in the Baltic region.
C. Multinational Corps Southeast
Multinational Corps Southeast is a NATO multinational land force headquarters responsible for coordinating and commanding allied ground operations in the southeastern region of the Alliance.
D. Multinational Joint Task Force
The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
E. International Security Assistance Force
The International Security Assistance Force (ISAF) was a NATO-led multinational military mission in Afghanistan tasked with stabilizing the country, supporting the Afghan government, and conducting security operations during the post-2001 conflict.
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_69c68a5f04188190ac266569c9280347`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f2263b48819089319a2a2f0d3357`	completed	March 27, 2026, 9:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c81ecf65388190a149efc77aedcd91`	completed	March 28, 2026, 6:32 p.m.
NEDg	Description generation	`batch_69c82367a41081909ecc89604932b3da`	completed	March 28, 2026, 6:52 p.m.
NED2	Entity disambiguation (via description)	`batch_69c823b58c088190b1a42c07d97c02ba`	completed	March 28, 2026, 6:53 p.m.

Created at: March 27, 2026, 3:09 p.m.