Triple

T22675102
Position Surface form Disambiguated ID Type / Status
Subject Term Asset-Backed Securities Loan Facility E560324 entity
Predicate abbreviation P43 FINISHED
Object TALF — NE NERFINISHED

How this triple was built (3 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: TALF | Statement: [Term Asset-Backed Securities Loan Facility, abbreviation, TALF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TALF
Context triple: [Term Asset-Backed Securities Loan Facility, abbreviation, TALF]
  • A. Term Auction Facility (TAF)
    The Term Auction Facility (TAF) was a crisis-era Federal Reserve program that provided short-term loans to depository institutions through auctions to ease liquidity strains in the banking system.
  • B. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • C. TILA
    TILA is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
  • D. MLF
    MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
  • E. MLF
    MLF is the National Rail station code for Milford railway station in Surrey, England.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TALF
Target entity description: TALF is a Federal Reserve credit facility created during financial crises to support the issuance and liquidity of asset-backed securities and improve credit market conditions.
  • A. Term Auction Facility (TAF)
    The Term Auction Facility (TAF) was a crisis-era Federal Reserve program that provided short-term loans to depository institutions through auctions to ease liquidity strains in the banking system.
  • B. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • C. TILA
    TILA is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
  • D. MLF
    MLF is the Multilateral Fund that finances and supports developing countries in phasing out ozone-depleting substances under the Montreal Protocol.
  • E. MLF
    MLF is the National Rail station code for Milford railway station in Surrey, England.
  • F. None of above. chosen

Provenance (2 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_69e2454bfd00819099115715a22cb057 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17823bd1881908958b0a8ba59e199 completed April 29, 2026, 3:16 a.m.
Created at: April 17, 2026, 3:11 p.m.