Triple
T527165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Internal Revenue Code |
E10944
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Subchapter S
Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
|
E65833
|
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: Subchapter S | Statement: [Internal Revenue Code, contains, Subchapter S]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subchapter S Context triple: [Internal Revenue Code, contains, Subchapter S]
-
A.
Tax Division
The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
-
B.
Small Business Investment Companies
Small Business Investment Companies are privately owned and managed investment funds licensed by the U.S. government to provide debt and equity financing to small businesses.
-
C.
Small Business/Self-Employed Division
The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
-
D.
Saasbee, Inc.
Saasbee, Inc. was the original corporate name of Zoom Video Communications, the company behind the widely used Zoom video conferencing platform.
-
E.
Pennsylvania Limited
Pennsylvania Limited was a premier named passenger train operated by the Pennsylvania Railroad, known for providing luxury service on its long-distance route in the late 19th and early 20th centuries.
- 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 S Triple: [Internal Revenue Code, contains, Subchapter S]
Generated description
Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subchapter S Target entity description: Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
-
A.
Tax Division
The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
-
B.
Small Business Investment Companies
Small Business Investment Companies are privately owned and managed investment funds licensed by the U.S. government to provide debt and equity financing to small businesses.
-
C.
Small Business/Self-Employed Division
The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
-
D.
Saasbee, Inc.
Saasbee, Inc. was the original corporate name of Zoom Video Communications, the company behind the widely used Zoom video conferencing platform.
-
E.
Pennsylvania Limited
Pennsylvania Limited was a premier named passenger train operated by the Pennsylvania Railroad, known for providing luxury service on its long-distance route in the late 19th and early 20th centuries.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1d2851c81908129f7da932ab7b3 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b24157608190b4c7df2cae453a1f |
completed | March 1, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69a4b4117f60819093b6eed4e9eb4630 |
completed | March 1, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4b476ecc881909ff7efbb3299ace3 |
completed | March 1, 2026, 9:49 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.