Triple

T20794304
Position Surface form Disambiguated ID Type / Status
Subject Public Law 115-334 E511872 entity
Predicate title P38 FINISHED
Object Title V – Credit
Title V – Credit is a section of the Agriculture Improvement Act of 2018 (Public Law 115-334) that governs federal agricultural credit programs and related financial assistance for farmers and ranchers.
E536445 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 V – Credit | Statement: [Public Law 115-334, title, Title V – Credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V – Credit
Context triple: [Public Law 115-334, title, Title V – Credit]
  • A. Title V – Credit
    Title V – Credit is a section of the Food, Conservation, and Energy Act of 2008 that governs federal agricultural credit programs and related financial support for farmers and rural communities.
  • B. Title V
    Title V is a section of the Improving America’s Schools Act of 1994 that focuses on promoting innovative education programs and strengthening state and local educational reform efforts.
  • C. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • D. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • E. Title X – Consumer Financial Protection
    Title X – Consumer Financial Protection is a section of U.S. federal law that establishes and governs the Consumer Financial Protection Bureau and its authority to regulate consumer financial products and services.
  • 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 V – Credit
Triple: [Public Law 115-334, title, Title V – Credit]
Generated description
Title V – Credit is a section of the Agriculture Improvement Act of 2018 (Public Law 115-334) that governs federal agricultural credit programs and related financial assistance for farmers and ranchers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V – Credit
Target entity description: Title V – Credit is a section of the Agriculture Improvement Act of 2018 (Public Law 115-334) that governs federal agricultural credit programs and related financial assistance for farmers and ranchers.
  • A. Title V – Credit chosen
    Title V – Credit is a section of the Food, Conservation, and Energy Act of 2008 that governs federal agricultural credit programs and related financial support for farmers and rural communities.
  • B. Title V
    Title V is a section of the Improving America’s Schools Act of 1994 that focuses on promoting innovative education programs and strengthening state and local educational reform efforts.
  • C. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • D. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • E. Title X – Consumer Financial Protection
    Title X – Consumer Financial Protection is a section of U.S. federal law that establishes and governs the Consumer Financial Protection Bureau and its authority to regulate consumer financial products and services.
  • F. None of above.

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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.