Triple

T1357537
Position Surface form Disambiguated ID Type / Status
Subject Farm Credit Act of 1933 E29021 entity
Predicate reorganized P772 FINISHED
Object Production Credit Associations
Production Credit Associations were cooperative financial institutions in the U.S. Farm Credit System that provided short- and intermediate-term loans to farmers and ranchers.
E155608 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: Production Credit Associations | Statement: [Farm Credit Act of 1933, reorganized, Production Credit Associations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Production Credit Associations
Context triple: [Farm Credit Act of 1933, reorganized, Production Credit Associations]
  • A. Production Central
    Production Central is a themed area at Universal Studios parks that serves as a Hollywood-style studio backlot hub featuring several major attractions and entertainment offerings.
  • B. Civilian Production Administration
    The Civilian Production Administration was a U.S. government agency created near the end of World War II to oversee the transition of American industry from wartime to peacetime production.
  • C. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • D. National Organization for Military Production
    The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
  • E. Prices and Production
    Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
  • 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: Production Credit Associations
Triple: [Farm Credit Act of 1933, reorganized, Production Credit Associations]
Generated description
Production Credit Associations were cooperative financial institutions in the U.S. Farm Credit System that provided short- and intermediate-term loans to farmers and ranchers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Production Credit Associations
Target entity description: Production Credit Associations were cooperative financial institutions in the U.S. Farm Credit System that provided short- and intermediate-term loans to farmers and ranchers.
  • A. Production Central
    Production Central is a themed area at Universal Studios parks that serves as a Hollywood-style studio backlot hub featuring several major attractions and entertainment offerings.
  • B. Civilian Production Administration
    The Civilian Production Administration was a U.S. government agency created near the end of World War II to oversee the transition of American industry from wartime to peacetime production.
  • C. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • D. National Organization for Military Production
    The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
  • E. Prices and Production
    Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c28db5048190a279ee9882caaeaf completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce701a84819094815ab6e8383b76 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf141c3481909ae5ea849aee7604 completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accfba7fb88190801803f2ee67afe8 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:56 p.m.