Triple
T787950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 26 of the United States Code |
E16845
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Subtitle C – Employment Taxes
Subtitle C – Employment Taxes is the portion of the U.S. Internal Revenue Code that governs federal employment-related taxes, including Social Security, Medicare, and federal income tax withholding obligations.
|
E93813
|
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: Subtitle C – Employment Taxes | Statement: [Title 26 of the United States Code, contains, Subtitle C – Employment Taxes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subtitle C – Employment Taxes Context triple: [Title 26 of the United States Code, contains, Subtitle C – Employment Taxes]
-
A.
Subtitle A – Income Taxes
Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
-
B.
Subtitle B – Estate and Gift Taxes
Subtitle B – Estate and Gift Taxes is the portion of U.S. federal tax law that governs the taxation of transfers of wealth at death and by gift during life.
-
C.
Subtitle D – Miscellaneous Excise Taxes
Subtitle D – Miscellaneous Excise Taxes is a portion of the U.S. Internal Revenue Code that imposes various specialized federal excise taxes on specific goods, services, and activities not covered by other excise tax subtitles.
-
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 L
Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
- 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: Subtitle C – Employment Taxes Triple: [Title 26 of the United States Code, contains, Subtitle C – Employment Taxes]
Generated description
Subtitle C – Employment Taxes is the portion of the U.S. Internal Revenue Code that governs federal employment-related taxes, including Social Security, Medicare, and federal income tax withholding obligations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subtitle C – Employment Taxes Target entity description: Subtitle C – Employment Taxes is the portion of the U.S. Internal Revenue Code that governs federal employment-related taxes, including Social Security, Medicare, and federal income tax withholding obligations.
-
A.
Subtitle A – Income Taxes
Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
-
B.
Subtitle B – Estate and Gift Taxes
Subtitle B – Estate and Gift Taxes is the portion of U.S. federal tax law that governs the taxation of transfers of wealth at death and by gift during life.
-
C.
Subtitle D – Miscellaneous Excise Taxes
Subtitle D – Miscellaneous Excise Taxes is a portion of the U.S. Internal Revenue Code that imposes various specialized federal excise taxes on specific goods, services, and activities not covered by other excise tax subtitles.
-
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 L
Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a782fe988190966b958673fe12bf |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6787eac608190acc40d56f827284e |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67a663f6c819084b5dffdde3531aa |
completed | March 3, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67b1d50b0819088232ad797babced |
completed | March 3, 2026, 6:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.