Triple

T16250072
Position Surface form Disambiguated ID Type / Status
Subject Subchapter B of Chapter 68 of the Internal Revenue Code E394476 entity
Predicate contains P35 FINISHED
Object Internal Revenue Code section 6675
Internal Revenue Code section 6675 is a federal tax provision that imposes penalties related to improper or excessive claims for certain tax credits or refunds.
E1205970 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: Internal Revenue Code section 6675 | Statement: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6675]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6675
Context triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6675]
  • A. Internal Revenue Code section 6674
    Internal Revenue Code section 6674 is a federal tax provision that imposes penalties on individuals who fraudulently claim withholding credits or assist others in doing so.
  • B. Internal Revenue Code section 6671
    Internal Revenue Code section 6671 is a federal tax provision that defines key terms and liability rules for the assessment and collection of certain civil tax penalties.
  • C. Internal Revenue Code section 6673
    Internal Revenue Code section 6673 is a federal tax provision that authorizes the U.S. Tax Court to impose monetary penalties on taxpayers and their representatives for frivolous or groundless litigation or for instituting proceedings primarily for delay.
  • D. 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.
  • E. Section 6652 of the Internal Revenue Code
    Section 6652 of the Internal Revenue Code is a federal tax provision that imposes civil penalties for failures related to filing certain required information returns and statements.
  • 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: Internal Revenue Code section 6675
Triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6675]
Generated description
Internal Revenue Code section 6675 is a federal tax provision that imposes penalties related to improper or excessive claims for certain tax credits or refunds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6675
Target entity description: Internal Revenue Code section 6675 is a federal tax provision that imposes penalties related to improper or excessive claims for certain tax credits or refunds.
  • A. Internal Revenue Code section 6674
    Internal Revenue Code section 6674 is a federal tax provision that imposes penalties on individuals who fraudulently claim withholding credits or assist others in doing so.
  • B. Internal Revenue Code section 6671
    Internal Revenue Code section 6671 is a federal tax provision that defines key terms and liability rules for the assessment and collection of certain civil tax penalties.
  • C. Internal Revenue Code section 6673
    Internal Revenue Code section 6673 is a federal tax provision that authorizes the U.S. Tax Court to impose monetary penalties on taxpayers and their representatives for frivolous or groundless litigation or for instituting proceedings primarily for delay.
  • D. 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.
  • E. Section 6652 of the Internal Revenue Code
    Section 6652 of the Internal Revenue Code is a federal tax provision that imposes civil penalties for failures related to filing certain required information returns and statements.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2459606f88190a53905186f7f73be completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f8ca4508190a8ed7a9159dfb551 completed May 10, 2026, 6:02 a.m.
NEDg Description generation batch_6a002093fb388190a726157d67fb8f3c completed May 10, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0021e793788190908d90b3faa2cdf3 completed May 10, 2026, 6:12 a.m.
Created at: April 10, 2026, 5:04 a.m.