Triple

T15835885
Position Surface form Disambiguated ID Type / Status
Subject Public-Private Investment Program E383982 entity
Predicate componentProgram P14566 FINISHED
Object Legacy Loans Program
The Legacy Loans Program is a U.S. Treasury initiative created during the financial crisis to help remove troubled real estate loans from bank balance sheets by attracting private capital through government-backed investment partnerships.
E1180495 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 Loans Program | Statement: [Public-Private Investment Program, componentProgram, Legacy Loans Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Legacy Loans Program
Context triple: [Public-Private Investment Program, componentProgram, Legacy Loans Program]
  • A. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • B. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • C. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • D. U.S. Small Business Administration loan programs
    U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
  • E. CDC/504 Loan Program
    The CDC/504 Loan Program is a U.S. Small Business Administration financing program that provides long-term, fixed-rate loans to small businesses for major fixed assets like real estate and equipment to promote growth and job creation.
  • 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 Loans Program
Triple: [Public-Private Investment Program, componentProgram, Legacy Loans Program]
Generated description
The Legacy Loans Program is a U.S. Treasury initiative created during the financial crisis to help remove troubled real estate loans from bank balance sheets by attracting private capital through government-backed investment partnerships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Legacy Loans Program
Target entity description: The Legacy Loans Program is a U.S. Treasury initiative created during the financial crisis to help remove troubled real estate loans from bank balance sheets by attracting private capital through government-backed investment partnerships.
  • A. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • B. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • C. Victory Loan Drive
    The Victory Loan Drive was a major U.S. government campaign near the end of World War II that encouraged citizens to purchase war bonds to help finance the final costs of the war and postwar transition.
  • D. U.S. Small Business Administration loan programs
    U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
  • E. CDC/504 Loan Program
    The CDC/504 Loan Program is a U.S. Small Business Administration financing program that provides long-term, fixed-rate loans to small businesses for major fixed assets like real estate and equipment to promote growth and job creation.
  • 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.