Triple

T23494314

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tufts University central administration	`E571659`	entity
Predicate	includesOffice	`P1268`	FINISHED
Object	Office of Budget and Planning The Office of Budget and Planning is a central administrative unit at Tufts University responsible for developing, managing, and analyzing the university’s budget and financial planning processes.	`E1588916`	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: Office of Budget and Planning | Statement: [Tufts University central administration, includesOffice, Office of Budget and Planning]

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

Target entity: Office of Budget and Planning
Context triple: [Tufts University central administration, includesOffice, Office of Budget and Planning]

A. 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.
B. Office of Budget, Planning and Policy
The Office of Budget, Planning and Policy is a division within the Texas Governor’s office responsible for developing the state’s budget recommendations and guiding fiscal and policy planning.
C. 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.
D. Office of Budget and Analytics
The Office of Budget and Analytics is a division within the Oregon Department of Human Services responsible for developing, managing, and analyzing the agency’s budget and financial performance.
E. 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.
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: Office of Budget and Planning
Triple: [Tufts University central administration, includesOffice, Office of Budget and Planning]

Generated description

The Office of Budget and Planning is a central administrative unit at Tufts University responsible for developing, managing, and analyzing the university’s budget and financial planning processes.

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

Target entity: Office of Budget and Planning
Target entity description: The Office of Budget and Planning is a central administrative unit at Tufts University responsible for developing, managing, and analyzing the university’s budget and financial planning processes.

A. 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.
B. Office of Budget, Planning and Policy
The Office of Budget, Planning and Policy is a division within the Texas Governor’s office responsible for developing the state’s budget recommendations and guiding fiscal and policy planning.
C. 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.
D. Office of Budget and Analytics
The Office of Budget and Analytics is a division within the Oregon Department of Human Services responsible for developing, managing, and analyzing the agency’s budget and financial performance.
E. 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.
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_69e245b4829881909b77a70e942bbd54`	completed	April 17, 2026, 2:37 p.m.
NER	Named-entity recognition	`batch_69f1a7de1ab88190b6c2441c63a99713`	completed	April 29, 2026, 6:40 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c826ff3848190a3cdf82c26b6e22e`	completed	May 19, 2026, 3:32 p.m.
NEDg	Description generation	`batch_6a0ca6f229308190bf72b52fd44144d3`	completed	May 19, 2026, 6:07 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0ca7f09af48190b7bfdae25d2f286b`	completed	May 19, 2026, 6:12 p.m.

Created at: April 17, 2026, 6:05 p.m.