Triple
T16250075
| 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 6678
Internal Revenue Code section 6678 is a federal tax provision that imposes penalties for failures related to filing certain information returns or statements with the IRS.
|
E1208382
|
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 6678 | Statement: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6678]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6678 Context triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6678]
-
A.
Internal Revenue Code section 6677
Internal Revenue Code section 6677 is a U.S. tax provision that imposes penalties on U.S. persons for failures related to reporting interests in foreign trusts and certain related information returns.
-
B.
Internal Revenue Code section 6676
Internal Revenue Code section 6676 is a U.S. tax provision that imposes penalties on taxpayers for making erroneous claims for tax refunds or credits.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 6678 Triple: [Subchapter B of Chapter 68 of the Internal Revenue Code, contains, Internal Revenue Code section 6678]
Generated description
Internal Revenue Code section 6678 is a federal tax provision that imposes penalties for failures related to filing certain information returns or statements with the IRS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 6678 Target entity description: Internal Revenue Code section 6678 is a federal tax provision that imposes penalties for failures related to filing certain information returns or statements with the IRS.
-
A.
Internal Revenue Code section 6677
Internal Revenue Code section 6677 is a U.S. tax provision that imposes penalties on U.S. persons for failures related to reporting interests in foreign trusts and certain related information returns.
-
B.
Internal Revenue Code section 6676
Internal Revenue Code section 6676 is a U.S. tax provision that imposes penalties on taxpayers for making erroneous claims for tax refunds or credits.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_6a002d9de7548190974851dc54465f0b |
completed | May 10, 2026, 7:02 a.m. |
| NEDg | Description generation | batch_6a002e350d68819085f12ea942a3a6f6 |
completed | May 10, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002ed6681c819093481eccafab41fc |
completed | May 10, 2026, 7:08 a.m. |
Created at: April 10, 2026, 5:04 a.m.