Triple

T13869458
Position Surface form Disambiguated ID Type / Status
Subject Subchapter K E333410 entity
Predicate implementedBy P172 FINISHED
Object Treasury Regulations under sections 701 through 777
Treasury Regulations under sections 701 through 777 are detailed federal tax rules that govern the U.S. income taxation of partnerships and their partners under Subchapter K of the Internal Revenue Code.
E1066705 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: Treasury Regulations under sections 701 through 777 | Statement: [Subchapter K, implementedBy, Treasury Regulations under sections 701 through 777]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treasury Regulations under sections 701 through 777
Context triple: [Subchapter K, implementedBy, Treasury Regulations under sections 701 through 777]
  • A. Internal Revenue Code section 4671
    Internal Revenue Code section 4671 is the federal tax provision that imposes excise taxes on certain chemicals and related substances to help fund environmental cleanup under the Superfund program.
  • B. Tax Court Rules of Practice and Procedure
    The Tax Court Rules of Practice and Procedure are the procedural rules that govern how cases are conducted, filed, and adjudicated before the United States Tax Court.
  • C. Internal Revenue Code section 4612
    Internal Revenue Code section 4612 is a U.S. tax provision that defines and governs the application of excise taxes related to environmental “Superfund” programs, including the types of chemicals and petroleum products subject to these taxes.
  • D. Internal Revenue Code section 4611
    Internal Revenue Code section 4611 is the federal tax provision that imposes excise taxes on certain chemicals and petroleum products to help fund environmental cleanup under the Superfund program.
  • E. Internal Revenue Code sections 671–679
    Internal Revenue Code sections 671–679 are U.S. tax provisions that govern the grantor trust rules, determining when a trust’s income is taxed directly to the person who created or controls the trust.
  • 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: Treasury Regulations under sections 701 through 777
Triple: [Subchapter K, implementedBy, Treasury Regulations under sections 701 through 777]
Generated description
Treasury Regulations under sections 701 through 777 are detailed federal tax rules that govern the U.S. income taxation of partnerships and their partners under Subchapter K of the Internal Revenue Code.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treasury Regulations under sections 701 through 777
Target entity description: Treasury Regulations under sections 701 through 777 are detailed federal tax rules that govern the U.S. income taxation of partnerships and their partners under Subchapter K of the Internal Revenue Code.
  • A. Internal Revenue Code section 4671
    Internal Revenue Code section 4671 is the federal tax provision that imposes excise taxes on certain chemicals and related substances to help fund environmental cleanup under the Superfund program.
  • B. Tax Court Rules of Practice and Procedure
    The Tax Court Rules of Practice and Procedure are the procedural rules that govern how cases are conducted, filed, and adjudicated before the United States Tax Court.
  • C. Internal Revenue Code section 4612
    Internal Revenue Code section 4612 is a U.S. tax provision that defines and governs the application of excise taxes related to environmental “Superfund” programs, including the types of chemicals and petroleum products subject to these taxes.
  • D. Internal Revenue Code section 4611
    Internal Revenue Code section 4611 is the federal tax provision that imposes excise taxes on certain chemicals and petroleum products to help fund environmental cleanup under the Superfund program.
  • E. Internal Revenue Code sections 671–679
    Internal Revenue Code sections 671–679 are U.S. tax provisions that govern the grantor trust rules, determining when a trust’s income is taxed directly to the person who created or controls the trust.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c105da548190b908a54fec029236 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c33c2f34819084502d5f03f09ddd completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.