Triple

T6656840

Position	Surface form	Disambiguated ID	Type / Status
Subject	George Price Highway	`E150966`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Belize Ministry of Works (or successor agency) The Belize Ministry of Works (or its successor agency) is the government department responsible for the construction, maintenance, and management of Belize’s public infrastructure, including major highways and roads.	`E609188`	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: Belize Ministry of Works (or successor agency) | Statement: [George Price Highway, maintainedBy, Belize Ministry of Works (or successor agency)]

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

Target entity: Belize Ministry of Works (or successor agency)
Context triple: [George Price Highway, maintainedBy, Belize Ministry of Works (or successor agency)]

A. Government of Belize
The Government of Belize is the parliamentary democratic authority of the Central American nation of Belize, responsible for executive governance, lawmaking, and public administration.
B. Ministry of Foreign Affairs of Belize
The Ministry of Foreign Affairs of Belize is the government department responsible for managing the country’s international relations, diplomacy, and foreign policy.
C. Ministry of Public Works, Services and Housing of Bolivia
The Ministry of Public Works, Services and Housing of Bolivia is a national government body responsible for planning, developing, and overseeing the country’s infrastructure, transportation systems, and housing policies.
D. Ministry of Public Works of Bermuda
The Ministry of Public Works of Bermuda is the government department responsible for the territory’s public infrastructure, including roads, public buildings, and related services.
E. Belize Airport Authority
The Belize Airport Authority is the government agency responsible for managing and overseeing municipal and regional airports throughout Belize.
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: Belize Ministry of Works (or successor agency)
Triple: [George Price Highway, maintainedBy, Belize Ministry of Works (or successor agency)]

Generated description

The Belize Ministry of Works (or its successor agency) is the government department responsible for the construction, maintenance, and management of Belize’s public infrastructure, including major highways and roads.

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

Target entity: Belize Ministry of Works (or successor agency)
Target entity description: The Belize Ministry of Works (or its successor agency) is the government department responsible for the construction, maintenance, and management of Belize’s public infrastructure, including major highways and roads.

A. Government of Belize
The Government of Belize is the parliamentary democratic authority of the Central American nation of Belize, responsible for executive governance, lawmaking, and public administration.
B. Ministry of Foreign Affairs of Belize
The Ministry of Foreign Affairs of Belize is the government department responsible for managing the country’s international relations, diplomacy, and foreign policy.
C. Ministry of Public Works, Services and Housing of Bolivia
The Ministry of Public Works, Services and Housing of Bolivia is a national government body responsible for planning, developing, and overseeing the country’s infrastructure, transportation systems, and housing policies.
D. Ministry of Public Works of Bermuda
The Ministry of Public Works of Bermuda is the government department responsible for the territory’s public infrastructure, including roads, public buildings, and related services.
E. Belize Airport Authority
The Belize Airport Authority is the government agency responsible for managing and overseeing municipal and regional airports throughout Belize.
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_69c687f2c9508190a60b9aad31d3f358`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6b06dbbf88190b39564a688c25a24`	completed	March 27, 2026, 4:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6ef028ccc8190a56395075c9aabf7`	completed	March 27, 2026, 8:56 p.m.
NEDg	Description generation	`batch_69c6f0a2a150819091ec6e6d2905abcb`	completed	March 27, 2026, 9:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6f1344dd4819096c1d3e216320c4d`	completed	March 27, 2026, 9:05 p.m.

Created at: March 27, 2026, 2:01 p.m.