Triple

T937104

Position	Surface form	Disambiguated ID	Type / Status
Subject	John Negroponte	`E20220`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	United States Ambassador to Iraq The United States Ambassador to Iraq is the chief diplomatic representative of the U.S. government in Iraq, responsible for managing bilateral relations, overseeing the embassy, and advancing American foreign policy interests in the country.	`E110564`	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 Ambassador to Iraq | Statement: [John Negroponte, positionHeld, United States Ambassador to Iraq]

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

Target entity: United States Ambassador to Iraq
Context triple: [John Negroponte, positionHeld, United States Ambassador to Iraq]

A. Vice President of Iraq
The Vice President of Iraq was a senior governmental post that served as a deputy to the President, often occupied by influential political figures within the Iraqi leadership.
B. United States Ambassador to Mexico
The United States Ambassador to Mexico is the chief diplomatic representative of the U.S. government in Mexico, responsible for managing bilateral relations and overseeing the U.S. embassy and its missions there.
C. Assistant Secretary of State for Near Eastern Affairs
The Assistant Secretary of State for Near Eastern Affairs is the senior U.S. State Department official responsible for overseeing American foreign policy and diplomatic relations with countries in the Near East region.
D. United States Ambassador to France
The United States Ambassador to France is the chief diplomatic representative of the U.S. government in France, responsible for managing bilateral relations, negotiations, and cooperation between the two countries.
E. United States Ambassador to Italy
The United States Ambassador to Italy is the chief diplomatic representative of the U.S. government to the Italian Republic, responsible for managing bilateral relations and overseeing the American embassy in Rome.
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 Ambassador to Iraq
Triple: [John Negroponte, positionHeld, United States Ambassador to Iraq]

Generated description

The United States Ambassador to Iraq is the chief diplomatic representative of the U.S. government in Iraq, responsible for managing bilateral relations, overseeing the embassy, and advancing American foreign policy interests in the country.

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

Target entity: United States Ambassador to Iraq
Target entity description: The United States Ambassador to Iraq is the chief diplomatic representative of the U.S. government in Iraq, responsible for managing bilateral relations, overseeing the embassy, and advancing American foreign policy interests in the country.

A. Vice President of Iraq
The Vice President of Iraq was a senior governmental post that served as a deputy to the President, often occupied by influential political figures within the Iraqi leadership.
B. United States Ambassador to Mexico
The United States Ambassador to Mexico is the chief diplomatic representative of the U.S. government in Mexico, responsible for managing bilateral relations and overseeing the U.S. embassy and its missions there.
C. Assistant Secretary of State for Near Eastern Affairs
The Assistant Secretary of State for Near Eastern Affairs is the senior U.S. State Department official responsible for overseeing American foreign policy and diplomatic relations with countries in the Near East region.
D. United States Ambassador to France
The United States Ambassador to France is the chief diplomatic representative of the U.S. government in France, responsible for managing bilateral relations, negotiations, and cooperation between the two countries.
E. United States Ambassador to Italy
The United States Ambassador to Italy is the chief diplomatic representative of the U.S. government to the Italian Republic, responsible for managing bilateral relations and overseeing the American embassy in Rome.
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_69a493b0270c81909e6c9ce310f6aa55`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b3668a3c8190b0152166efa93ee1`	completed	March 1, 2026, 9:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a826dec198819084889ea69d53cd6c`	completed	March 4, 2026, 12:34 p.m.
NEDg	Description generation	`batch_69a834995a988190854fc3b8633f3bca`	completed	March 4, 2026, 1:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69a834f3a9288190a8cd28165379cec6`	completed	March 4, 2026, 1:34 p.m.

Created at: March 1, 2026, 7:40 p.m.