Triple

T11613356

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Public Works and Highways	`E275438`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Department of Budget and Management The Department of Budget and Management is a Philippine government agency responsible for formulating the national budget and overseeing the efficient allocation and management of public funds.	`E935524`	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: Department of Budget and Management | Statement: [Department of Public Works and Highways, coordinatesWith, Department of Budget and Management]

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

Target entity: Department of Budget and Management
Context triple: [Department of Public Works and Highways, coordinatesWith, Department of Budget and Management]

A. Office of Budget and Finance
The Office of Budget and Finance is a division within the New York State Department of State responsible for managing the agency’s financial planning, budgeting, and fiscal operations.
B. Department of Financial Management
The Department of Financial Management is an academic unit within the Faculty of Economic and Management Sciences that focuses on teaching and research in corporate finance, investment, and financial decision-making.
C. Division of Budget and Finance
The Division of Budget and Finance is the unit within the Indiana Department of Natural Resources responsible for managing the agency’s financial planning, budgeting, and fiscal operations.
D. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
E. Office of Budget and Planning
The Office of Budget and Planning is a government agency in Washington, D.C. responsible for developing, analyzing, and monitoring the District’s annual budget and long-term financial plans.
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: Department of Budget and Management
Triple: [Department of Public Works and Highways, coordinatesWith, Department of Budget and Management]

Generated description

The Department of Budget and Management is a Philippine government agency responsible for formulating the national budget and overseeing the efficient allocation and management of public funds.

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

Target entity: Department of Budget and Management
Target entity description: The Department of Budget and Management is a Philippine government agency responsible for formulating the national budget and overseeing the efficient allocation and management of public funds.

A. Office of Budget and Finance
The Office of Budget and Finance is a division within the New York State Department of State responsible for managing the agency’s financial planning, budgeting, and fiscal operations.
B. Department of Financial Management
The Department of Financial Management is an academic unit within the Faculty of Economic and Management Sciences that focuses on teaching and research in corporate finance, investment, and financial decision-making.
C. Division of Budget and Finance
The Division of Budget and Finance is the unit within the Indiana Department of Natural Resources responsible for managing the agency’s financial planning, budgeting, and fiscal operations.
D. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
E. Office of Budget and Planning
The Office of Budget and Planning is a government agency in Washington, D.C. responsible for developing, analyzing, and monitoring the District’s annual budget and long-term financial plans.
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_69d6aaf84b548190ac072e4fb89ae18f`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8a044a3088190b92f4674c2d0b443`	completed	April 10, 2026, 7:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e8a84161d88190a3e810d19d6ea8b8`	completed	April 22, 2026, 10:51 a.m.
NEDg	Description generation	`batch_69e8af972e90819096568e7ec2a34059`	completed	April 22, 2026, 11:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69e8b0aa21e0819090157b11309a84f6`	completed	April 22, 2026, 11:27 a.m.

Created at: April 8, 2026, 9:38 p.m.