Triple

T803485
Position Surface form Disambiguated ID Type / Status
Subject Title 31 of the United States Code E17178 entity
Predicate contains P35 FINISHED
Object Chapter 35 – Accounting and Collection
Chapter 35 – Accounting and Collection is a section of U.S. federal law that sets out rules and procedures for the government’s financial accounting, internal controls, and collection of public funds.
E95120 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: Chapter 35 – Accounting and Collection | Statement: [Title 31 of the United States Code, contains, Chapter 35 – Accounting and Collection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chapter 35 – Accounting and Collection
Context triple: [Title 31 of the United States Code, contains, Chapter 35 – Accounting and Collection]
  • A. Chapter 4 – Delegation of Functions
    Chapter 4 – Delegation of Functions is a section of Title 3 of the United States Code that sets out the legal framework for how the President may delegate certain executive powers and duties to other officials.
  • B. Cargo Account Settlement Systems
    Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.
  • C. Three Chapters
    Three Chapters refers to a group of controversial theological writings and authors condemned for perceived Nestorian tendencies during the Second Council of Constantinople in 553.
  • D. Subchapter J
    Subchapter J is the portion of the U.S. Internal Revenue Code that governs the income taxation of estates, trusts, and their beneficiaries.
  • E. Part IV – Control mechanisms
    Part IV – Control mechanisms is the section of the European Charter for Regional or Minority Languages that establishes how states’ compliance with the Charter is monitored and evaluated through reporting and review procedures.
  • 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: Chapter 35 – Accounting and Collection
Triple: [Title 31 of the United States Code, contains, Chapter 35 – Accounting and Collection]
Generated description
Chapter 35 – Accounting and Collection is a section of U.S. federal law that sets out rules and procedures for the government’s financial accounting, internal controls, and collection of public funds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chapter 35 – Accounting and Collection
Target entity description: Chapter 35 – Accounting and Collection is a section of U.S. federal law that sets out rules and procedures for the government’s financial accounting, internal controls, and collection of public funds.
  • A. Chapter 4 – Delegation of Functions
    Chapter 4 – Delegation of Functions is a section of Title 3 of the United States Code that sets out the legal framework for how the President may delegate certain executive powers and duties to other officials.
  • B. Cargo Account Settlement Systems
    Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.
  • C. Three Chapters
    Three Chapters refers to a group of controversial theological writings and authors condemned for perceived Nestorian tendencies during the Second Council of Constantinople in 553.
  • D. Subchapter J
    Subchapter J is the portion of the U.S. Internal Revenue Code that governs the income taxation of estates, trusts, and their beneficiaries.
  • E. Part IV – Control mechanisms
    Part IV – Control mechanisms is the section of the European Charter for Regional or Minority Languages that establishes how states’ compliance with the Charter is monitored and evaluated through reporting and review procedures.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aabd9fc081908ccadd8e8769de2d completed March 1, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68926c04081908923a7d114d1842d completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a693cf5f348190868cdf3539274aeb completed March 3, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69a6d5bc74008190b94ef7ea63f39671 completed March 3, 2026, 12:36 p.m.
Created at: March 1, 2026, 7:38 p.m.