Triple

T1808164
Position Surface form Disambiguated ID Type / Status
Subject Microloan Program E40267 entity
Predicate relatedTo P37 FINISHED
Object 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.
E200686 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: CDC/504 Loan Program | Statement: [Microloan Program, relatedTo, CDC/504 Loan Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CDC/504 Loan Program
Context triple: [Microloan Program, relatedTo, CDC/504 Loan Program]
  • A. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • B. Native American CDFI Assistance Program
    The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
  • C. 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.
  • D. Federal Family Education Loan Program
    The Federal Family Education Loan Program was a U.S. government-backed student loan system in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
  • E. Section 108 Loan Guarantee program
    The Section 108 Loan Guarantee program is a U.S. federal financing tool that allows local governments to leverage future Community Development Block Grant funds to support large-scale community and economic development projects, such as housing, infrastructure, 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: CDC/504 Loan Program
Triple: [Microloan Program, relatedTo, CDC/504 Loan Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CDC/504 Loan Program
Target entity description: 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.
  • A. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • B. Native American CDFI Assistance Program
    The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
  • C. 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.
  • D. Federal Family Education Loan Program
    The Federal Family Education Loan Program was a U.S. government-backed student loan system in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
  • E. Section 108 Loan Guarantee program
    The Section 108 Loan Guarantee program is a U.S. federal financing tool that allows local governments to leverage future Community Development Block Grant funds to support large-scale community and economic development projects, such as housing, infrastructure, 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6599f35c8190aefd20773365fdcf completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5e137bc81908294dd6b67789526 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69d10188190b78bece656249ecd completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8c122e881908f0640edc5aaf305 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.