Triple
T16250081
| 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 6684
Internal Revenue Code section 6684 is a civil penalty provision that imposes fines for certain improper or fraudulent tax-related actions, such as willful understatements or misstatements connected with tax shelter or similar arrangements.
|
E1211120
|
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 6684 | Statement: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6684]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6684 Context triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6684]
-
A.
Internal Revenue Code section 6683
Internal Revenue Code section 6683 is a federal tax provision that imposes penalties related to failures or misconduct in connection with certain tax return or statement requirements.
-
B.
Internal Revenue Code section 6682
Internal Revenue Code section 6682 is a U.S. tax provision that imposes penalties on individuals who furnish false or fraudulent information with respect to withholding or backup withholding.
-
C.
Internal Revenue Code section 6681
Internal Revenue Code section 6681 is a federal tax provision that imposes penalties related to failures in filing or complying with certain information reporting or registration requirements.
-
D.
Internal Revenue Code section 6680
Internal Revenue Code section 6680 is a civil penalty provision that imposes monetary sanctions for certain failures or misconduct related to federal tax administration.
-
E.
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.
- 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 6684 Triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6684]
Generated description
Internal Revenue Code section 6684 is a civil penalty provision that imposes fines for certain improper or fraudulent tax-related actions, such as willful understatements or misstatements connected with tax shelter or similar arrangements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6684 Target entity description: Internal Revenue Code section 6684 is a civil penalty provision that imposes fines for certain improper or fraudulent tax-related actions, such as willful understatements or misstatements connected with tax shelter or similar arrangements.
-
A.
Internal Revenue Code section 6683
Internal Revenue Code section 6683 is a federal tax provision that imposes penalties related to failures or misconduct in connection with certain tax return or statement requirements.
-
B.
Internal Revenue Code section 6682
Internal Revenue Code section 6682 is a U.S. tax provision that imposes penalties on individuals who furnish false or fraudulent information with respect to withholding or backup withholding.
-
C.
Internal Revenue Code section 6681
Internal Revenue Code section 6681 is a federal tax provision that imposes penalties related to failures in filing or complying with certain information reporting or registration requirements.
-
D.
Internal Revenue Code section 6680
Internal Revenue Code section 6680 is a civil penalty provision that imposes monetary sanctions for certain failures or misconduct related to federal tax administration.
-
E.
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.
- 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_6a003c48c5cc8190ba99154e99942316 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003d449da881908eb66b2e9c20729e |
completed | May 10, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003d9c6f1881909c0155c0fd3f9872 |
completed | May 10, 2026, 8:11 a.m. |
Created at: April 10, 2026, 5:04 a.m.