Triple

T14584695
Position Surface form Disambiguated ID Type / Status
Subject American Recovery and Reinvestment Act of 2009 E342283 entity
Predicate containsProgram P17453 FINISHED
Object Race to the Top funding
Race to the Top funding was a competitive federal education grant program that incentivized U.S. states to pursue reforms in areas like standards, teacher evaluation, and school turnaround efforts.
E1108244 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: Race to the Top funding | Statement: [American Recovery and Reinvestment Act of 2009, containsProgram, Race to the Top funding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Race to the Top funding
Context triple: [American Recovery and Reinvestment Act of 2009, containsProgram, Race to the Top funding]
  • A. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • 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. Levelling Up Fund
    The Levelling Up Fund is a UK government funding programme that supports local infrastructure, regeneration, and cultural projects to reduce regional inequalities across the country.
  • D. 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.
  • E. American Recovery and Reinvestment Act of 2009
    The American Recovery and Reinvestment Act of 2009 was a major U.S. economic stimulus package enacted in response to the Great Recession, aimed at saving and creating jobs, investing in infrastructure, education, health, and renewable energy, and providing tax relief.
  • 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: Race to the Top funding
Triple: [American Recovery and Reinvestment Act of 2009, containsProgram, Race to the Top funding]
Generated description
Race to the Top funding was a competitive federal education grant program that incentivized U.S. states to pursue reforms in areas like standards, teacher evaluation, and school turnaround efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Race to the Top funding
Target entity description: Race to the Top funding was a competitive federal education grant program that incentivized U.S. states to pursue reforms in areas like standards, teacher evaluation, and school turnaround efforts.
  • A. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • 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. Levelling Up Fund
    The Levelling Up Fund is a UK government funding programme that supports local infrastructure, regeneration, and cultural projects to reduce regional inequalities across the country.
  • D. 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.
  • E. American Recovery and Reinvestment Act of 2009
    The American Recovery and Reinvestment Act of 2009 was a major U.S. economic stimulus package enacted in response to the Great Recession, aimed at saving and creating jobs, investing in infrastructure, education, health, and renewable energy, and providing tax relief.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94bbe6208190af9cd131c147e321 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd984e0e6c819089d967234c5245ee completed May 8, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd98cf0bcc81909dac826a32daaf04 completed May 8, 2026, 8:03 a.m.
Created at: April 10, 2026, 1:24 a.m.