Triple
T3885215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 26 U.S.C. § 6672 |
E92922
|
entity |
| Predicate | subchapterOf |
P28620
|
FINISHED |
| Object |
Subchapter B of Chapter 68 of the Internal Revenue Code
Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
|
E394476
|
NE FINISHED |
How this triple was built (5 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: Subchapter B of Chapter 68 of the Internal Revenue Code | Statement: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subchapter B of Chapter 68 of the Internal Revenue Code Context triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
-
A.
Subchapter N of the Internal Revenue Code
Subchapter N of the Internal Revenue Code contains the U.S. federal tax rules governing the taxation of nonresident aliens, foreign corporations, and income from sources outside the United States.
-
B.
Internal Revenue Code
The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
-
C.
Subchapter K
Subchapter K is the section of the U.S. Internal Revenue Code that governs the federal income tax treatment of partnerships and their partners.
-
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.
Subchapter C
Subchapter C is the section of the U.S. tax code that governs the federal income taxation of corporations and their shareholders, including rules on corporate formations, operations, distributions, and reorganizations.
- 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: Subchapter B of Chapter 68 of the Internal Revenue Code Triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
Generated description
Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subchapter B of Chapter 68 of the Internal Revenue Code Target entity description: Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
-
A.
Subchapter N of the Internal Revenue Code
Subchapter N of the Internal Revenue Code contains the U.S. federal tax rules governing the taxation of nonresident aliens, foreign corporations, and income from sources outside the United States.
-
B.
Internal Revenue Code
The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
-
C.
Subchapter K
Subchapter K is the section of the U.S. Internal Revenue Code that governs the federal income tax treatment of partnerships and their partners.
-
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.
Subchapter C
Subchapter C is the section of the U.S. tax code that governs the federal income taxation of corporations and their shareholders, including rules on corporate formations, operations, distributions, and reorganizations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: subchapterOf Context triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
-
A.
containsSubchapter
Indicates that one chapter or section includes another, more specific subchapter as a part of its structure.
-
B.
subunitOf
chosen
Indicates that one entity functions as a component or smaller part within the structure or organization of another, larger entity.
-
C.
subbranchOf
Indicates that one entity is a subordinate or secondary branch derived from, and structurally dependent on, another entity.
-
D.
subdividedBy
Indicates that something is divided into smaller parts or sections by another entity or criterion.
-
E.
chapterOn
Indicates that one entity (typically a chapter) is about, discusses, or focuses on the subject represented by another entity.
- F. None of above.
Provenance (6 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeec92cc548190b88b899299e5ccdc |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5125bee048190ba7553797e9fd254 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b512e3721c8190accd26499191c153 |
completed | March 14, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513618b888190acda94dcc91d24d2 |
completed | March 14, 2026, 7:50 a.m. |
| PD | Predicate disambiguation | batch_69aee759609c8190985e96ec6d96dedd |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:20 p.m.