Triple

T3740336
Position Surface form Disambiguated ID Type / Status
Subject Troubled Asset Relief Program E79682 entity
Predicate keyProgram P30089 FINISHED
Object Asset Guarantee Program
The Asset Guarantee Program was a U.S. government initiative under the financial crisis-era TARP framework that provided guarantees on troubled assets to stabilize major financial institutions and restore market confidence.
E383981 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: Asset Guarantee Program | Statement: [Troubled Asset Relief Program, keyProgram, Asset Guarantee Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asset Guarantee Program
Context triple: [Troubled Asset Relief Program, keyProgram, Asset Guarantee Program]
  • A. Guarantee Credit
    Guarantee Credit is a means-tested element of the UK Pension Credit system that tops up the weekly income of pensioners to a minimum guaranteed level.
  • B. Loan Guaranty Service
    The Loan Guaranty Service is a division of the U.S. Department of Veterans Affairs that administers home loan benefits and related housing assistance programs for eligible veterans, service members, and their families.
  • C. SquareTrade
    SquareTrade is a company that provides extended warranties and protection plans for consumer electronics and appliances.
  • D. Cross‑Servicing Program
    The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
  • E. 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.
  • 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: Asset Guarantee Program
Triple: [Troubled Asset Relief Program, keyProgram, Asset Guarantee Program]
Generated description
The Asset Guarantee Program was a U.S. government initiative under the financial crisis-era TARP framework that provided guarantees on troubled assets to stabilize major financial institutions and restore market confidence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asset Guarantee Program
Target entity description: The Asset Guarantee Program was a U.S. government initiative under the financial crisis-era TARP framework that provided guarantees on troubled assets to stabilize major financial institutions and restore market confidence.
  • A. Guarantee Credit
    Guarantee Credit is a means-tested element of the UK Pension Credit system that tops up the weekly income of pensioners to a minimum guaranteed level.
  • B. Loan Guaranty Service
    The Loan Guaranty Service is a division of the U.S. Department of Veterans Affairs that administers home loan benefits and related housing assistance programs for eligible veterans, service members, and their families.
  • C. SquareTrade
    SquareTrade is a company that provides extended warranties and protection plans for consumer electronics and appliances.
  • D. Cross‑Servicing Program
    The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
  • E. 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.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb5344fc8190b183aca5c04e3bcc completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbabb314819092dbd1ece83a894c completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.