Triple

T7407484

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anthony Dryden Marshall	`E170911`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	United States ambassador to Madagascar The United States ambassador to Madagascar is the chief diplomatic representative of the U.S. government in Madagascar, responsible for managing bilateral relations and overseeing the American embassy there.	`E662441`	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 Madagascar | Statement: [Anthony Dryden Marshall, positionHeld, United States ambassador to Madagascar]

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

Target entity: United States ambassador to Madagascar
Context triple: [Anthony Dryden Marshall, positionHeld, United States ambassador to Madagascar]

A. United States Ambassador to Haiti
The United States Ambassador to Haiti is the chief diplomatic representative of the U.S. government in Haiti, responsible for managing bilateral relations and overseeing the American embassy in Port-au-Prince.
B. United States Ambassador to Mauritania
The United States Ambassador to Mauritania is the chief diplomatic representative of the U.S. government in Mauritania, responsible for managing bilateral relations and overseeing the American embassy’s activities there.
C. Ambassador of Malta to the United States
The Ambassador of Malta to the United States is the Maltese government's chief diplomatic representative in the U.S., responsible for managing bilateral relations and overseeing Malta’s diplomatic mission in Washington, D.C.
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 the Bahamas
The United States Ambassador to the Bahamas is the chief diplomatic representative of the U.S. government to the Commonwealth of The Bahamas, responsible for managing bilateral relations and overseeing the U.S. embassy there.
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 Madagascar
Triple: [Anthony Dryden Marshall, positionHeld, United States ambassador to Madagascar]

Generated description

The United States ambassador to Madagascar is the chief diplomatic representative of the U.S. government in Madagascar, responsible for managing bilateral relations and overseeing the American embassy there.

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

Target entity: United States ambassador to Madagascar
Target entity description: The United States ambassador to Madagascar is the chief diplomatic representative of the U.S. government in Madagascar, responsible for managing bilateral relations and overseeing the American embassy there.

A. United States Ambassador to Haiti
The United States Ambassador to Haiti is the chief diplomatic representative of the U.S. government in Haiti, responsible for managing bilateral relations and overseeing the American embassy in Port-au-Prince.
B. United States Ambassador to Mauritania
The United States Ambassador to Mauritania is the chief diplomatic representative of the U.S. government in Mauritania, responsible for managing bilateral relations and overseeing the American embassy’s activities there.
C. Ambassador of Malta to the United States
The Ambassador of Malta to the United States is the Maltese government's chief diplomatic representative in the U.S., responsible for managing bilateral relations and overseeing Malta’s diplomatic mission in Washington, D.C.
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 the Bahamas
The United States Ambassador to the Bahamas is the chief diplomatic representative of the U.S. government to the Commonwealth of The Bahamas, responsible for managing bilateral relations and overseeing the U.S. embassy there.
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_69c68a6010108190925e5284de022660`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f298f2388190afc944c9bc78749a`	completed	March 27, 2026, 9:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8111adbf48190a04df3cec1017b39`	completed	March 28, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69c81455967c81909757f42d976b535c`	completed	March 28, 2026, 5:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69c814b413a08190b7e5e85d73ddb430`	completed	March 28, 2026, 5:49 p.m.

Created at: March 27, 2026, 3:10 p.m.