Triple

T20750099
Position Surface form Disambiguated ID Type / Status
Subject Farm Security and Rural Investment Act of 2002 E510692 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 107-171
Public Law 107-171 is the Farm Security and Rural Investment Act of 2002, a major U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
E1449226 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: Public Law 107-171 | Statement: [Farm Security and Rural Investment Act of 2002, publicLawNumber, Public Law 107-171]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 107-171
Context triple: [Farm Security and Rural Investment Act of 2002, publicLawNumber, Public Law 107-171]
  • A. Public Law 107-71
    Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
  • B. Public Law 107-174
    Public Law 107-174 is a U.S. federal statute, known as the No FEAR Act of 2002, that aims to protect federal employees from discrimination and retaliation by increasing agency accountability and transparency.
  • C. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • D. Public Law 107-110
    Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
  • E. Public Law 107-155
    Public Law 107-155 is the formal designation of the Bipartisan Campaign Reform Act of 2002, a major U.S. federal law that overhauled campaign finance regulations.
  • 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: Public Law 107-171
Triple: [Farm Security and Rural Investment Act of 2002, publicLawNumber, Public Law 107-171]
Generated description
Public Law 107-171 is the Farm Security and Rural Investment Act of 2002, a major U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 107-171
Target entity description: Public Law 107-171 is the Farm Security and Rural Investment Act of 2002, a major U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • A. Public Law 107-71
    Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
  • B. Public Law 107-174
    Public Law 107-174 is a U.S. federal statute, known as the No FEAR Act of 2002, that aims to protect federal employees from discrimination and retaliation by increasing agency accountability and transparency.
  • C. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • D. Public Law 107-110
    Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
  • E. Public Law 107-155
    Public Law 107-155 is the formal designation of the Bipartisan Campaign Reform Act of 2002, a major U.S. federal law that overhauled campaign finance regulations.
  • 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.