Triple

T1849862
Position Surface form Disambiguated ID Type / Status
Subject National Transit Database E41368 entity
Predicate supportsProgram P178 FINISHED
Object Urbanized Area Formula Program
The Urbanized Area Formula Program is a federal transit funding program that allocates grants to urbanized areas in the United States to support public transportation planning, capital investments, and, in some cases, operating assistance.
E206351 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: Urbanized Area Formula Program | Statement: [National Transit Database, supportsProgram, Urbanized Area Formula Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urbanized Area Formula Program
Context triple: [National Transit Database, supportsProgram, Urbanized Area Formula Program]
  • A. 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.
  • B. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • C. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • D. Urban Development Action Grants
    Urban Development Action Grants were a federal program that provided targeted financial assistance to distressed cities to stimulate economic development, job creation, and neighborhood revitalization.
  • E. Kutaisi urban area
    Kutaisi urban area is the metropolitan region centered on Kutaisi, one of Georgia’s largest and historically significant cities in the western part of the country.
  • 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: Urbanized Area Formula Program
Triple: [National Transit Database, supportsProgram, Urbanized Area Formula Program]
Generated description
The Urbanized Area Formula Program is a federal transit funding program that allocates grants to urbanized areas in the United States to support public transportation planning, capital investments, and, in some cases, operating assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urbanized Area Formula Program
Target entity description: The Urbanized Area Formula Program is a federal transit funding program that allocates grants to urbanized areas in the United States to support public transportation planning, capital investments, and, in some cases, operating assistance.
  • A. 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.
  • B. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • C. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • D. Urban Development Action Grants
    Urban Development Action Grants were a federal program that provided targeted financial assistance to distressed cities to stimulate economic development, job creation, and neighborhood revitalization.
  • E. Kutaisi urban area
    Kutaisi urban area is the metropolitan region centered on Kutaisi, one of Georgia’s largest and historically significant cities in the western part of the country.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb066bd6881909c8d6a6b63cb0ee5 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9c5852081909e178b7e55c11bc7 completed March 8, 2026, 7:11 p.m.
NEDg Description generation batch_69adcaf23e748190a031625208f4cf17 completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbf835b48190aaeb61f34f6aafdc completed March 8, 2026, 7:20 p.m.
Created at: March 4, 2026, 7:33 p.m.