Triple

T10546653
Position Surface form Disambiguated ID Type / Status
Subject Metroway E248834 entity
Predicate fundingProgram P24549 FINISHED
Object TIGER grant program
The TIGER grant program is a U.S. Department of Transportation initiative that provides competitive funding for innovative, multimodal transportation projects that have significant regional or national impact.
E870024 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: TIGER grant program | Statement: [Metroway, fundingProgram, TIGER grant program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TIGER grant program
Context triple: [Metroway, fundingProgram, TIGER grant program]
  • A. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • B. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • C. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • D. T4 program
    The T4 program was a Nazi German euthanasia initiative that systematically murdered people with disabilities and others deemed "unfit" under the regime’s racial hygiene policies.
  • E. Conservation grants program
    The Conservation grants program is a Getty Foundation initiative that provides funding and support for the preservation and restoration of cultural heritage and artworks worldwide.
  • 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: TIGER grant program
Triple: [Metroway, fundingProgram, TIGER grant program]
Generated description
The TIGER grant program is a U.S. Department of Transportation initiative that provides competitive funding for innovative, multimodal transportation projects that have significant regional or national impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TIGER grant program
Target entity description: The TIGER grant program is a U.S. Department of Transportation initiative that provides competitive funding for innovative, multimodal transportation projects that have significant regional or national impact.
  • A. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • B. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • C. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • D. T4 program
    The T4 program was a Nazi German euthanasia initiative that systematically murdered people with disabilities and others deemed "unfit" under the regime’s racial hygiene policies.
  • E. Conservation grants program
    The Conservation grants program is a Getty Foundation initiative that provides funding and support for the preservation and restoration of cultural heritage and artworks worldwide.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5191345ac81909bc404ba9574ce4c completed April 7, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9344a53fc81909765061d07d0cd20 completed April 10, 2026, 5:32 p.m.
NEDg Description generation batch_69d938c8b25c8190bb048053d8668e5c completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d939b1844881908c8fbcb9488863f6 completed April 10, 2026, 5:56 p.m.
Created at: April 6, 2026, 12:33 p.m.