Triple

T1352718
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Housing and Community Development E28917 entity
Predicate publicAgencyType P3933 FINISHED
Object 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.
E154841 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: housing and community development department | Statement: [Maryland Department of Housing and Community Development, publicAgencyType, housing and community development department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: housing and community development department
Context triple: [Maryland Department of Housing and Community Development, publicAgencyType, housing and community development department]
  • A. 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.
  • B. 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.
  • C. Housing Bureau
    The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
  • D. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • E. Public Housing Administration
    The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
  • 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: housing and community development department
Triple: [Maryland Department of Housing and Community Development, publicAgencyType, housing and community development department]
Generated description
The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: housing and community development department
Target entity description: The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
  • A. 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.
  • B. 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.
  • C. Housing Bureau
    The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
  • D. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • E. Public Housing Administration
    The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26d0c4481908fddda89242a57b3 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc64032d08190986c8b12bbcfc7c2 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6c204a88190a3171898e6e1bb91 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc7d8df108190bf92ca5e33987d04 completed March 8, 2026, 12:50 a.m.
Created at: March 1, 2026, 7:56 p.m.