Triple

T7095676
Position Surface form Disambiguated ID Type / Status
Subject Government of the City of Boston E165317 entity
Predicate hasDepartment P35 FINISHED
Object Office of Neighborhood Services (Boston)
The Office of Neighborhood Services (Boston) is a municipal agency that serves as a liaison between Boston city government and residents, facilitating community engagement, outreach, and neighborhood-focused services.
E165317 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 Neighborhood Services (Boston) | Statement: [Government of the City of Boston, hasDepartment, Office of Neighborhood Services (Boston)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Neighborhood Services (Boston)
Context triple: [Government of the City of Boston, hasDepartment, Office of Neighborhood Services (Boston)]
  • A. Jamaica Plain Neighborhood Development Corporation
    Jamaica Plain Neighborhood Development Corporation is a community-based nonprofit organization focused on affordable housing, economic development, and neighborhood revitalization in the Jamaica Plain area of Boston.
  • B. Jamaica Plain Neighborhood Council
    The Jamaica Plain Neighborhood Council is a community-elected advisory body that represents residents of Boston’s Jamaica Plain neighborhood on local planning, development, and quality-of-life issues.
  • C. 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.
  • D. 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.
  • E. Montachusett Regional Planning Commission
    The Montachusett Regional Planning Commission is a regional planning agency that provides land use, transportation, and economic development planning services to municipalities in north-central Massachusetts.
  • 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 Neighborhood Services (Boston)
Triple: [Government of the City of Boston, hasDepartment, Office of Neighborhood Services (Boston)]
Generated description
The Office of Neighborhood Services (Boston) is a municipal agency that serves as a liaison between Boston city government and residents, facilitating community engagement, outreach, and neighborhood-focused services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Neighborhood Services (Boston)
Target entity description: The Office of Neighborhood Services (Boston) is a municipal agency that serves as a liaison between Boston city government and residents, facilitating community engagement, outreach, and neighborhood-focused services.
  • A. Jamaica Plain Neighborhood Development Corporation
    Jamaica Plain Neighborhood Development Corporation is a community-based nonprofit organization focused on affordable housing, economic development, and neighborhood revitalization in the Jamaica Plain area of Boston.
  • B. Jamaica Plain Neighborhood Council
    The Jamaica Plain Neighborhood Council is a community-elected advisory body that represents residents of Boston’s Jamaica Plain neighborhood on local planning, development, and quality-of-life issues.
  • C. Government of the City of Boston chosen
    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.
  • D. 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.
  • E. Montachusett Regional Planning Commission
    The Montachusett Regional Planning Commission is a regional planning agency that provides land use, transportation, and economic development planning services to municipalities in north-central Massachusetts.
  • F. None of above.

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.