Triple

T1021981
Position Surface form Disambiguated ID Type / Status
Subject Conservation Reserve Program E22058 entity
Predicate createdBy P806 FINISHED
Object Food Security Act of 1985
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
E121760 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: Food Security Act of 1985 | Statement: [Conservation Reserve Program, createdBy, Food Security Act of 1985]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food Security Act of 1985
Context triple: [Conservation Reserve Program, createdBy, Food Security Act of 1985]
  • A. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • B. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • C. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
  • D. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • E. Food Stamp Act of 1964
    The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
  • 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: Food Security Act of 1985
Triple: [Conservation Reserve Program, createdBy, Food Security Act of 1985]
Generated description
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food Security Act of 1985
Target entity description: The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
  • A. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • B. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • C. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
  • D. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • E. Food Stamp Act of 1964
    The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.