Triple

T15835886
Position Surface form Disambiguated ID Type / Status
Subject Public-Private Investment Program E383982 entity
Predicate componentProgram P14566 FINISHED
Object Legacy Securities Program
The Legacy Securities Program is a U.S. Treasury initiative under the broader Public-Private Investment Program designed to attract private capital to purchase and stabilize markets for troubled mortgage-related securities.
E1180496 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: Legacy Securities Program | Statement: [Public-Private Investment Program, componentProgram, Legacy Securities Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Legacy Securities Program
Context triple: [Public-Private Investment Program, componentProgram, Legacy Securities Program]
  • 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. Vanguard program
    The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
  • C. Tax-Deferred Annuity Program
    The Tax-Deferred Annuity Program is a retirement savings plan that allows eligible New York City educators and employees to contribute pre-tax income to build additional tax-advantaged retirement benefits alongside their pension.
  • D. MyRA retirement savings initiative
    The MyRA retirement savings initiative was a U.S. government-sponsored starter retirement account program aimed at helping low- and middle-income workers begin saving for retirement through safe, simple, and low-cost investments.
  • E. U.S. Individual Retirement Accounts
    U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
  • 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: Legacy Securities Program
Triple: [Public-Private Investment Program, componentProgram, Legacy Securities Program]
Generated description
The Legacy Securities Program is a U.S. Treasury initiative under the broader Public-Private Investment Program designed to attract private capital to purchase and stabilize markets for troubled mortgage-related securities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Legacy Securities Program
Target entity description: The Legacy Securities Program is a U.S. Treasury initiative under the broader Public-Private Investment Program designed to attract private capital to purchase and stabilize markets for troubled mortgage-related securities.
  • 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. Vanguard program
    The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
  • C. Tax-Deferred Annuity Program
    The Tax-Deferred Annuity Program is a retirement savings plan that allows eligible New York City educators and employees to contribute pre-tax income to build additional tax-advantaged retirement benefits alongside their pension.
  • D. MyRA retirement savings initiative
    The MyRA retirement savings initiative was a U.S. government-sponsored starter retirement account program aimed at helping low- and middle-income workers begin saving for retirement through safe, simple, and low-cost investments.
  • E. U.S. Individual Retirement Accounts
    U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e0e1cc8190851b30b03cf9c9b8 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa137be2c81909c8f04b5cc1a5b21 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.