Triple

T1746511

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michelle Kwan	`E38346`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	U.S. ambassador to Belize The U.S. ambassador to Belize is the chief diplomatic representative of the United States in Belize, responsible for managing bilateral relations and overseeing the U.S. embassy’s activities in the country.	`E195624`	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: U.S. ambassador to Belize | Statement: [Michelle Kwan, positionHeld, U.S. ambassador to Belize]

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

Target entity: U.S. ambassador to Belize
Context triple: [Michelle Kwan, positionHeld, U.S. ambassador to Belize]

A. United States Ambassador to Honduras
The United States Ambassador to Honduras is the chief diplomatic representative of the U.S. government in Honduras, responsible for managing bilateral relations and overseeing the U.S. embassy’s political, economic, and consular activities in the country.
B. United States Ambassador to the Organization of American States
The United States Ambassador to the Organization of American States is the chief diplomatic representative of the U.S. government to the OAS, responsible for advancing U.S. interests and policies within the hemispheric multilateral body.
C. U.S. Ambassador to Cuba
The U.S. Ambassador to Cuba is the chief diplomatic representative of the United States government in Havana, responsible for managing bilateral relations and representing U.S. interests in Cuba.
D. 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.
E. U.S. Minister to Gran Colombia
The U.S. Minister to Gran Colombia was the chief diplomatic representative of the United States to the short-lived South American republic of Gran Colombia in the early 19th century.
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: U.S. ambassador to Belize
Triple: [Michelle Kwan, positionHeld, U.S. ambassador to Belize]

Generated description

The U.S. ambassador to Belize is the chief diplomatic representative of the United States in Belize, responsible for managing bilateral relations and overseeing the U.S. embassy’s activities in the country.

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

Target entity: U.S. ambassador to Belize
Target entity description: The U.S. ambassador to Belize is the chief diplomatic representative of the United States in Belize, responsible for managing bilateral relations and overseeing the U.S. embassy’s activities in the country.

A. United States Ambassador to Honduras
The United States Ambassador to Honduras is the chief diplomatic representative of the U.S. government in Honduras, responsible for managing bilateral relations and overseeing the U.S. embassy’s political, economic, and consular activities in the country.
B. United States Ambassador to the Organization of American States
The United States Ambassador to the Organization of American States is the chief diplomatic representative of the U.S. government to the OAS, responsible for advancing U.S. interests and policies within the hemispheric multilateral body.
C. U.S. Ambassador to Cuba
The U.S. Ambassador to Cuba is the chief diplomatic representative of the United States government in Havana, responsible for managing bilateral relations and representing U.S. interests in Cuba.
D. 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.
E. U.S. Minister to Gran Colombia
The U.S. Minister to Gran Colombia was the chief diplomatic representative of the United States to the short-lived South American republic of Gran Colombia in the early 19th century.
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_69a8862b01a48190ab47209063af82d9`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa63eabdf48190878ecde3d1b1faf3`	completed	March 6, 2026, 5:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ada0e058948190939e936af8f0e221`	completed	March 8, 2026, 4:16 p.m.
NEDg	Description generation	`batch_69ada1a2122481909c7a3470e090af17`	completed	March 8, 2026, 4:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69ada23515d08190833ad1a35bb7a265`	completed	March 8, 2026, 4:22 p.m.

Created at: March 4, 2026, 7:31 p.m.