Triple

T7424706
Position Surface form Disambiguated ID Type / Status
Subject Paycom Center E171338 entity
Predicate fundingSource P67 FINISHED
Object MAPS (Metropolitan Area Projects) program
The MAPS (Metropolitan Area Projects) program is a voter-approved, sales tax-funded capital improvement initiative in Oklahoma City that finances major public facilities and urban development projects.
E663302 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: MAPS (Metropolitan Area Projects) program | Statement: [Paycom Center, fundingSource, MAPS (Metropolitan Area Projects) program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MAPS (Metropolitan Area Projects) program
Context triple: [Paycom Center, fundingSource, MAPS (Metropolitan Area Projects) program]
  • A. Metro-Net project
    The Metro-Net project is a conceptual art installation series by Martin Kippenberger that features mock subway entrances and related structures placed in remote or unexpected locations around the world, playfully suggesting a fictional global underground network.
  • B. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • C. Metropolitan Area Planning Council
    The Metropolitan Area Planning Council is a regional planning agency serving the Greater Boston area, providing planning, policy, and technical assistance to municipalities on issues such as land use, transportation, housing, and the environment.
  • D. Pittsburgh Project
    The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
  • E. Model Cities Program
    The Model Cities Program was a U.S. federal urban aid initiative of the late 1960s that sought to combat poverty and revitalize distressed city neighborhoods through comprehensive, community-focused planning and 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: MAPS (Metropolitan Area Projects) program
Triple: [Paycom Center, fundingSource, MAPS (Metropolitan Area Projects) program]
Generated description
The MAPS (Metropolitan Area Projects) program is a voter-approved, sales tax-funded capital improvement initiative in Oklahoma City that finances major public facilities and urban development projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MAPS (Metropolitan Area Projects) program
Target entity description: The MAPS (Metropolitan Area Projects) program is a voter-approved, sales tax-funded capital improvement initiative in Oklahoma City that finances major public facilities and urban development projects.
  • A. Metro-Net project
    The Metro-Net project is a conceptual art installation series by Martin Kippenberger that features mock subway entrances and related structures placed in remote or unexpected locations around the world, playfully suggesting a fictional global underground network.
  • B. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • C. Metropolitan Area Planning Council
    The Metropolitan Area Planning Council is a regional planning agency serving the Greater Boston area, providing planning, policy, and technical assistance to municipalities on issues such as land use, transportation, housing, and the environment.
  • D. Pittsburgh Project
    The Pittsburgh Project is W. Eugene Smith’s monumental, unfinished photo-essay documenting the city of Pittsburgh through thousands of intensely detailed, black-and-white images.
  • E. Model Cities Program
    The Model Cities Program was a U.S. federal urban aid initiative of the late 1960s that sought to combat poverty and revitalize distressed city neighborhoods through comprehensive, community-focused planning and development.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f302b33481908eae877970f2bbdf completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f048e0c819080f51784e1099cac completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81fd379cc81908b52c45fddea9870 completed March 28, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8209b7fa48190aea45a6b21ad8de1 completed March 28, 2026, 6:40 p.m.
Created at: March 27, 2026, 3:12 p.m.