Triple

T2848828

Position	Surface form	Disambiguated ID	Type / Status
Subject	Operation Desert Fox	`E63043`	entity
Predicate	conflict	`P12`	FINISHED
Object	Iraq–United States relations Iraq–United States relations encompass the complex and often adversarial diplomatic, military, and political interactions between the two countries, particularly marked by conflicts such as the Gulf War, sanctions, the 2003 invasion of Iraq, and subsequent occupation and security cooperation.	`E302930`	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: Iraq–United States relations | Statement: [Operation Desert Fox, conflict, Iraq–United States relations]

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

Target entity: Iraq–United States relations
Context triple: [Operation Desert Fox, conflict, Iraq–United States relations]

A. United States–Saudi Arabia alliance
The United States–Saudi Arabia alliance is a long-standing strategic partnership centered on energy security, military cooperation, and regional stability in the Middle East.
B. Syria–United States relations
Syria–United States relations encompass the historically complex and often tense diplomatic, political, and military interactions between the Syrian Arab Republic and the United States of America.
C. Israel–United States relations
Israel–United States relations refers to the historically close, strategically significant, and often controversial political, military, and economic alliance between the State of Israel and the United States.
D. Afghanistan–United States relations
Afghanistan–United States relations encompass the diplomatic, political, military, and economic interactions between Afghanistan and the United States, shaped by decades of conflict, counterterrorism efforts, and reconstruction initiatives.
E. Jordan–United States relations
Jordan–United States relations encompass the diplomatic, political, economic, and security ties between the Hashemite Kingdom of Jordan and the United States.
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: Iraq–United States relations
Triple: [Operation Desert Fox, conflict, Iraq–United States relations]

Generated description

Iraq–United States relations encompass the complex and often adversarial diplomatic, military, and political interactions between the two countries, particularly marked by conflicts such as the Gulf War, sanctions, the 2003 invasion of Iraq, and subsequent occupation and security cooperation.

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

Target entity: Iraq–United States relations
Target entity description: Iraq–United States relations encompass the complex and often adversarial diplomatic, military, and political interactions between the two countries, particularly marked by conflicts such as the Gulf War, sanctions, the 2003 invasion of Iraq, and subsequent occupation and security cooperation.

A. United States–Saudi Arabia alliance
The United States–Saudi Arabia alliance is a long-standing strategic partnership centered on energy security, military cooperation, and regional stability in the Middle East.
B. Syria–United States relations
Syria–United States relations encompass the historically complex and often tense diplomatic, political, and military interactions between the Syrian Arab Republic and the United States of America.
C. Israel–United States relations
Israel–United States relations refers to the historically close, strategically significant, and often controversial political, military, and economic alliance between the State of Israel and the United States.
D. Afghanistan–United States relations
Afghanistan–United States relations encompass the diplomatic, political, military, and economic interactions between Afghanistan and the United States, shaped by decades of conflict, counterterrorism efforts, and reconstruction initiatives.
E. Jordan–United States relations
Jordan–United States relations encompass the diplomatic, political, economic, and security ties between the Hashemite Kingdom of Jordan and the United States.
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_69ab4c407c408190857d25e027155ce9`	completed	March 6, 2026, 9:50 p.m.
NER	Named-entity recognition	`batch_69abdf41ac24819087c5b72e3b84117c`	completed	March 7, 2026, 8:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afe8df46c881909a5f0d1d0eef9a42`	completed	March 10, 2026, 9:48 a.m.
NEDg	Description generation	`batch_69afe948ba148190a88126df32f16be2`	completed	March 10, 2026, 9:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69b0018170908190976f849380841b17`	completed	March 10, 2026, 11:33 a.m.

Created at: March 6, 2026, 10:02 p.m.