Triple

T20750129
Position Surface form Disambiguated ID Type / Status
Subject Farm Security and Rural Investment Act of 2002 E510692 entity
Predicate includesTitle P3254 FINISHED
Object Title X – Miscellaneous
Title X – Miscellaneous is a section of the Farm Security and Rural Investment Act of 2002 that groups various agricultural and rural policy provisions not covered under the act’s primary titles.
E1449230 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 X – Miscellaneous | Statement: [Farm Security and Rural Investment Act of 2002, includesTitle, Title X – Miscellaneous]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title X – Miscellaneous
Context triple: [Farm Security and Rural Investment Act of 2002, includesTitle, Title X – Miscellaneous]
  • A. Title X – Miscellaneous
    Title X – Miscellaneous is a section of the USA PATRIOT Act that groups together various supplemental and technical provisions supporting the Act’s broader counterterrorism and security measures.
  • B. Title V – Miscellaneous Provisions
    Title V – Miscellaneous Provisions is a section of Public Law 102-166 (the Civil Rights Act of 1991) that contains various supplemental and administrative provisions supporting the Act’s main civil rights reforms.
  • C. Title XIV – Miscellaneous
    Title XIV – Miscellaneous is a section of the Food, Conservation, and Energy Act of 2008 that groups various supplemental and administrative provisions not covered under the law’s primary titles.
  • D. Title X
    Title X is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses specific provisions related to hazardous waste cleanup and environmental protection under the federal Superfund program.
  • E. Title IV – Miscellaneous Provisions
    Title IV – Miscellaneous Provisions is a section of the Consumer Product Safety Improvement Act of 2008 that addresses various additional regulatory, administrative, and enforcement-related measures not covered in the Act’s primary titles.
  • 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 X – Miscellaneous
Triple: [Farm Security and Rural Investment Act of 2002, includesTitle, Title X – Miscellaneous]
Generated description
Title X – Miscellaneous is a section of the Farm Security and Rural Investment Act of 2002 that groups various agricultural and rural policy provisions not covered under the act’s primary titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title X – Miscellaneous
Target entity description: Title X – Miscellaneous is a section of the Farm Security and Rural Investment Act of 2002 that groups various agricultural and rural policy provisions not covered under the act’s primary titles.
  • A. Title X – Miscellaneous
    Title X – Miscellaneous is a section of the USA PATRIOT Act that groups together various supplemental and technical provisions supporting the Act’s broader counterterrorism and security measures.
  • B. Title V – Miscellaneous Provisions
    Title V – Miscellaneous Provisions is a section of Public Law 102-166 (the Civil Rights Act of 1991) that contains various supplemental and administrative provisions supporting the Act’s main civil rights reforms.
  • C. Title XIV – Miscellaneous
    Title XIV – Miscellaneous is a section of the Food, Conservation, and Energy Act of 2008 that groups various supplemental and administrative provisions not covered under the law’s primary titles.
  • D. Title X
    Title X is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses specific provisions related to hazardous waste cleanup and environmental protection under the federal Superfund program.
  • E. Title IV – Miscellaneous Provisions
    Title IV – Miscellaneous Provisions is a section of the Consumer Product Safety Improvement Act of 2008 that addresses various additional regulatory, administrative, and enforcement-related measures not covered in the Act’s primary titles.
  • 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.