Triple

T16250018
Position Surface form Disambiguated ID Type / Status
Subject Chapter 68 of the Internal Revenue Code E394475 entity
Predicate contains P35 FINISHED
Object 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.
E1203161 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: Section 6652 of the Internal Revenue Code | Statement: [Chapter 68 of the Internal Revenue Code, contains, Section 6652 of the Internal Revenue Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Section 6652 of the Internal Revenue Code
Context triple: [Chapter 68 of the Internal Revenue Code, contains, Section 6652 of the Internal Revenue Code]
  • A. 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.
  • B. 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.
  • C. Chapter 68 of the Internal Revenue Code
    Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that governs additions to tax, penalties, and related sanctions for noncompliance with tax obligations.
  • D. Internal Revenue Code section 4661
    Internal Revenue Code section 4661 is the federal tax provision that imposes an excise tax on the manufacture, production, or importation of certain hazardous chemicals to help fund environmental cleanup efforts under the Superfund program.
  • E. 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.
  • 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: Section 6652 of the Internal Revenue Code
Triple: [Chapter 68 of the Internal Revenue Code, contains, Section 6652 of the Internal Revenue Code]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Section 6652 of the Internal Revenue Code
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Chapter 68 of the Internal Revenue Code
    Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that governs additions to tax, penalties, and related sanctions for noncompliance with tax obligations.
  • D. Internal Revenue Code section 4661
    Internal Revenue Code section 4661 is the federal tax provision that imposes an excise tax on the manufacture, production, or importation of certain hazardous chemicals to help fund environmental cleanup efforts under the Superfund program.
  • E. 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.
  • 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_6a0017b1e22c8190bddca67661121c2d completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001884e88881908713eef769f075d2 completed May 10, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a00191cabf48190872fdeb88b92aefc completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:04 a.m.