Triple

T7095679
Position Surface form Disambiguated ID Type / Status
Subject Government of the City of Boston E165317 entity
Predicate hasDepartment P35 FINISHED
Object Office of Budget Management (Boston)
The Office of Budget Management (Boston) is the municipal agency responsible for planning, overseeing, and analyzing the City of Boston’s operating and capital budgets to support effective fiscal management and policy decisions.
E641893 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 Management (Boston) | Statement: [Government of the City of Boston, hasDepartment, Office of Budget Management (Boston)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Budget Management (Boston)
Context triple: [Government of the City of Boston, hasDepartment, Office of Budget Management (Boston)]
  • A. Office of the Comptroller of Massachusetts
    The Office of the Comptroller of Massachusetts is a state agency responsible for overseeing the Commonwealth’s financial reporting, accounting, and internal controls to ensure transparency and compliance with fiscal laws and regulations.
  • B. Government of the City of Boston
    The Government of the City of Boston is the municipal authority responsible for administering public services, enforcing local laws, and managing city departments and agencies within Boston, Massachusetts.
  • C. 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.
  • D. Massachusetts Executive Office for Administration and Finance
    The Massachusetts Executive Office for Administration and Finance is a key state cabinet agency responsible for managing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • E. Boston Redevelopment Authority
    The Boston Redevelopment Authority is the city’s planning and economic development agency responsible for guiding land use, zoning, and major redevelopment projects throughout Boston.
  • 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 Management (Boston)
Triple: [Government of the City of Boston, hasDepartment, Office of Budget Management (Boston)]
Generated description
The Office of Budget Management (Boston) is the municipal agency responsible for planning, overseeing, and analyzing the City of Boston’s operating and capital budgets to support effective fiscal management and policy decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Budget Management (Boston)
Target entity description: The Office of Budget Management (Boston) is the municipal agency responsible for planning, overseeing, and analyzing the City of Boston’s operating and capital budgets to support effective fiscal management and policy decisions.
  • A. Office of the Comptroller of Massachusetts
    The Office of the Comptroller of Massachusetts is a state agency responsible for overseeing the Commonwealth’s financial reporting, accounting, and internal controls to ensure transparency and compliance with fiscal laws and regulations.
  • B. Government of the City of Boston
    The Government of the City of Boston is the municipal authority responsible for administering public services, enforcing local laws, and managing city departments and agencies within Boston, Massachusetts.
  • C. 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.
  • D. Massachusetts Executive Office for Administration and Finance
    The Massachusetts Executive Office for Administration and Finance is a key state cabinet agency responsible for managing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • E. Boston Redevelopment Authority
    The Boston Redevelopment Authority is the city’s planning and economic development agency responsible for guiding land use, zoning, and major redevelopment projects throughout Boston.
  • 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_69c6887e8c10819091cee237560d32da completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5530f2081908ac969ddfa7e9b5a completed March 27, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c9e4efc8190acb011a0bd1f120f completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d4f009c819089fc20c262f0efdc completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df3f5648190981176b6c9791181 completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:41 p.m.