Triple

T2435922
Position Surface form Disambiguated ID Type / Status
Subject PRWORA E52958 entity
Predicate codifiedIn P775 FINISHED
Object Title 8, Title 21, Title 42 of the United States Code (various sections)
Title 8, Title 21, and Title 42 of the United States Code are collections of federal statutes governing immigration, food and drugs, and public health and welfare, respectively, within the U.S. legal framework.
E266521 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 8, Title 21, Title 42 of the United States Code (various sections) | Statement: [PRWORA, codifiedIn, Title 8, Title 21, Title 42 of the United States Code (various sections)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title 8, Title 21, Title 42 of the United States Code (various sections)
Context triple: [PRWORA, codifiedIn, Title 8, Title 21, Title 42 of the United States Code (various sections)]
  • A. Title 28 of the United States Code
    Title 28 of the United States Code is the portion of federal statutory law that governs the organization, jurisdiction, and procedures of the federal judiciary and related judicial administration.
  • B. Title 42 of the United States Code
    Title 42 of the United States Code is a major body of U.S. federal law that primarily governs public health, welfare, and environmental policy, including the statutory framework for agencies such as the Council on Environmental Quality.
  • C. Title 48 of the United States Code
    Title 48 of the United States Code is the portion of U.S. federal law that governs territories and insular areas of the United States, outlining their legal status, administration, and judicial structures.
  • D. Title 49 of the United States Code
    Title 49 of the United States Code is the primary body of federal statutory law that organizes and regulates transportation in the United States, including aviation, highways, rail, and other modes of transport.
  • E. Title 12 of the United States Code
    Title 12 of the United States Code is the portion of U.S. federal statutory law that governs banks and banking, including the legal framework for the Federal Reserve System and other financial institutions.
  • 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 8, Title 21, Title 42 of the United States Code (various sections)
Triple: [PRWORA, codifiedIn, Title 8, Title 21, Title 42 of the United States Code (various sections)]
Generated description
Title 8, Title 21, and Title 42 of the United States Code are collections of federal statutes governing immigration, food and drugs, and public health and welfare, respectively, within the U.S. legal framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title 8, Title 21, Title 42 of the United States Code (various sections)
Target entity description: Title 8, Title 21, and Title 42 of the United States Code are collections of federal statutes governing immigration, food and drugs, and public health and welfare, respectively, within the U.S. legal framework.
  • A. Title 28 of the United States Code
    Title 28 of the United States Code is the portion of federal statutory law that governs the organization, jurisdiction, and procedures of the federal judiciary and related judicial administration.
  • B. Title 42 of the United States Code
    Title 42 of the United States Code is a major body of U.S. federal law that primarily governs public health, welfare, and environmental policy, including the statutory framework for agencies such as the Council on Environmental Quality.
  • C. Title 48 of the United States Code
    Title 48 of the United States Code is the portion of U.S. federal law that governs territories and insular areas of the United States, outlining their legal status, administration, and judicial structures.
  • D. Title 49 of the United States Code
    Title 49 of the United States Code is the primary body of federal statutory law that organizes and regulates transportation in the United States, including aviation, highways, rail, and other modes of transport.
  • E. Title 12 of the United States Code
    Title 12 of the United States Code is the portion of U.S. federal statutory law that governs banks and banking, including the legal framework for the Federal Reserve System and other financial institutions.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9cd49b48190bff10a5ab7cef483 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec7eb422c8190a568a8e1e98cbca8 completed March 9, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69aecc1438588190a87c15cbfe48ba7f completed March 9, 2026, 1:33 p.m.
Created at: March 6, 2026, 9:43 p.m.