Triple

T20750122
Position Surface form Disambiguated ID Type / Status
Subject Farm Security and Rural Investment Act of 2002 E510692 entity
Predicate includesTitle P3254 FINISHED
Object Title III – Trade
Title III – Trade is the section of the Farm Security and Rural Investment Act of 2002 that governs U.S. agricultural trade policy, including export programs and international food aid.
E1449228 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: Title III – Trade | Statement: [Farm Security and Rural Investment Act of 2002, includesTitle, Title III – Trade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III – Trade
Context triple: [Farm Security and Rural Investment Act of 2002, includesTitle, Title III – Trade]
  • A. Title III – Trade
    Title III – Trade is a section of the Food, Conservation, and Energy Act of 2008 that governs U.S. agricultural trade and food aid programs.
  • B. Title III – Trade
    Title III – Trade is the section of the Agriculture Improvement Act of 2018 that governs U.S. agricultural trade programs, export promotion, and related international food assistance initiatives.
  • C. Title III – Import Safety
    Title III – Import Safety is a section of the Consumer Product Safety Improvement Act of 2008 that strengthens oversight and enforcement mechanisms to ensure that imported consumer products meet U.S. safety standards.
  • D. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • E. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • 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: Title III – Trade
Triple: [Farm Security and Rural Investment Act of 2002, includesTitle, Title III – Trade]
Generated description
Title III – Trade is the section of the Farm Security and Rural Investment Act of 2002 that governs U.S. agricultural trade policy, including export programs and international food aid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III – Trade
Target entity description: Title III – Trade is the section of the Farm Security and Rural Investment Act of 2002 that governs U.S. agricultural trade policy, including export programs and international food aid.
  • A. Title III – Trade
    Title III – Trade is the section of the Agriculture Improvement Act of 2018 that governs U.S. agricultural trade programs, export promotion, and related international food assistance initiatives.
  • B. Title III – Trade
    Title III – Trade is a section of the Food, Conservation, and Energy Act of 2008 that governs U.S. agricultural trade and food aid programs.
  • C. Title III – Import Safety
    Title III – Import Safety is a section of the Consumer Product Safety Improvement Act of 2008 that strengthens oversight and enforcement mechanisms to ensure that imported consumer products meet U.S. safety standards.
  • D. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • E. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c229913081908eadf716195071de completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84489c481908fa6ecbd9bae07d1 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e974acc08190b6d306e2d6385dd8 completed May 16, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_6a08ead93acc81908f81b70cf9ce0683 completed May 16, 2026, 10:08 p.m.
Created at: April 16, 2026, 12:34 p.m.