Triple

T2476709
Position Surface form Disambiguated ID Type / Status
Subject Chicago Department of Housing E55104 entity
Predicate worksWith P398 FINISHED
Object Illinois state housing agencies
Illinois state housing agencies are state-level public organizations in Illinois that develop and administer affordable housing policies, programs, and funding across the state.
E254808 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: Illinois state housing agencies | Statement: [Chicago Department of Housing, worksWith, Illinois state housing agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illinois state housing agencies
Context triple: [Chicago Department of Housing, worksWith, Illinois state housing agencies]
  • A. Chicago Department of Housing
    The Chicago Department of Housing is the city agency responsible for planning, financing, and overseeing affordable housing and related community development initiatives in Chicago.
  • B. Illinois Historic Preservation Division
    The Illinois Historic Preservation Division is a state agency responsible for preserving, interpreting, and managing Illinois’ historic sites, buildings, and cultural resources.
  • C. Government of Illinois
    The Government of Illinois is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy within Illinois.
  • D. 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.
  • E. United States Department of Housing and Urban Development
    The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
  • 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: Illinois state housing agencies
Triple: [Chicago Department of Housing, worksWith, Illinois state housing agencies]
Generated description
Illinois state housing agencies are state-level public organizations in Illinois that develop and administer affordable housing policies, programs, and funding across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illinois state housing agencies
Target entity description: Illinois state housing agencies are state-level public organizations in Illinois that develop and administer affordable housing policies, programs, and funding across the state.
  • A. Chicago Department of Housing
    The Chicago Department of Housing is the city agency responsible for planning, financing, and overseeing affordable housing and related community development initiatives in Chicago.
  • B. Illinois Historic Preservation Division
    The Illinois Historic Preservation Division is a state agency responsible for preserving, interpreting, and managing Illinois’ historic sites, buildings, and cultural resources.
  • C. Government of Illinois chosen
    The Government of Illinois is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy within Illinois.
  • D. 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.
  • E. United States Department of Housing and Urban Development
    The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd14dde208190ad4e1c9de5d43b0a completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17ab837881909bf8704acf9598e4 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1a8c7784819088be431513d60325 completed March 9, 2026, 7:07 p.m.
NED2 Entity disambiguation (via description) batch_69af1b10738881909b296ecd3ff53c1b completed March 9, 2026, 7:10 p.m.
Created at: March 6, 2026, 9:45 p.m.