Triple

T28707
Position Surface form Disambiguated ID Type / Status
Subject Community Development Financial Institutions Fund E571 entity
Predicate manages P86 FINISHED
Object CDFI Bond Guarantee Program
The CDFI Bond Guarantee Program is a federal initiative that provides long-term, low-cost capital to Community Development Financial Institutions to support large-scale investments in underserved and low-income communities.
E2191 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: CDFI Bond Guarantee Program | Statement: [Community Development Financial Institutions Fund, manages, CDFI Bond Guarantee Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CDFI Bond Guarantee Program
Context triple: [Community Development Financial Institutions Fund, manages, CDFI Bond Guarantee Program]
  • A. Financial Crimes Enforcement Network
    The Financial Crimes Enforcement Network (FinCEN) is a U.S. government bureau that collects and analyzes financial transaction data to combat money laundering, terrorist financing, and other financial crimes.
  • B. CCC
    The CCC, or Civilian Conservation Corps, was a New Deal work relief program in the United States during the 1930s and early 1940s that employed young men in conservation and public works projects such as reforestation, park development, and soil erosion control.
  • C. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • D. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • E. Cybersecurity and Infrastructure Security Agency
    The Cybersecurity and Infrastructure Security Agency (CISA) is a U.S. federal agency responsible for enhancing the security, resilience, and reliability of the nation’s cybersecurity and critical infrastructure.
  • 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: CDFI Bond Guarantee Program
Triple: [Community Development Financial Institutions Fund, manages, CDFI Bond Guarantee Program]
Generated description
The CDFI Bond Guarantee Program is a federal initiative that provides long-term, low-cost capital to Community Development Financial Institutions to support large-scale investments in underserved and low-income communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CDFI Bond Guarantee Program
Target entity description: The CDFI Bond Guarantee Program is a federal initiative that provides long-term, low-cost capital to Community Development Financial Institutions to support large-scale investments in underserved and low-income communities.
  • A. Financial Crimes Enforcement Network
    The Financial Crimes Enforcement Network (FinCEN) is a U.S. government bureau that collects and analyzes financial transaction data to combat money laundering, terrorist financing, and other financial crimes.
  • B. CCC
    The CCC, or Civilian Conservation Corps, was a New Deal work relief program in the United States during the 1930s and early 1940s that employed young men in conservation and public works projects such as reforestation, park development, and soil erosion control.
  • C. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • D. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • E. Cybersecurity and Infrastructure Security Agency
    The Cybersecurity and Infrastructure Security Agency (CISA) is a U.S. federal agency responsible for enhancing the security, resilience, and reliability of the nation’s cybersecurity and critical infrastructure.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a248751fa88190992b6262a44b54f3 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e5d121c8190bf7bb88346dcc141 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24edff52081909ec669158900651c completed Feb. 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69a24f4a96288190981be6076e919262 completed Feb. 28, 2026, 2:13 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.