Triple

T1699883
Position Surface form Disambiguated ID Type / Status
Subject Arlington County government E36743 entity
Predicate hasDivision P35 FINISHED
Object Department of Community Planning, Housing and Development
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
E190668 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 Community Planning, Housing and Development | Statement: [Arlington County government, hasDivision, Department of Community Planning, Housing and Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Community Planning, Housing and Development
Context triple: [Arlington County government, hasDivision, Department of Community Planning, Housing and Development]
  • A. housing and community development department
    The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
  • B. Office of Community Planning and Development
    The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
  • C. Office of Planning, Development and Community Infrastructure
    The Office of Planning, Development and Community Infrastructure is a division of New York State government that supports community planning, sustainable development, and infrastructure improvement initiatives across the state.
  • D. Department of City and Regional Planning
    The Department of City and Regional Planning is an academic unit focused on the theory and practice of urban and regional planning, including land use, transportation, housing, and community development.
  • E. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • 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 Community Planning, Housing and Development
Triple: [Arlington County government, hasDivision, Department of Community Planning, Housing and Development]
Generated description
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Community Planning, Housing and Development
Target entity description: The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
  • A. housing and community development department
    The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
  • B. Office of Community Planning and Development
    The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
  • C. Office of Planning, Development and Community Infrastructure
    The Office of Planning, Development and Community Infrastructure is a division of New York State government that supports community planning, sustainable development, and infrastructure improvement initiatives across the state.
  • D. Department of City and Regional Planning
    The Department of City and Regional Planning is an academic unit focused on the theory and practice of urban and regional planning, including land use, transportation, housing, and community development.
  • E. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d3c57c81908887844e885062e3 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad799d59a48190b1efb101c2a67e4f completed March 8, 2026, 1:29 p.m.
NEDg Description generation batch_69ad7a12d1048190ade4e1a84638215e completed March 8, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad7a8fe4d88190beb1e6b8cd778501 completed March 8, 2026, 1:33 p.m.
Created at: March 4, 2026, 7:30 p.m.