Triple
T13786442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form 2553 |
E331269
|
entity |
| Predicate | taxClassificationEffect |
P39307
|
FINISHED |
| Object | S corporation |
E65833
|
NE FINISHED |
How this triple was built (3 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: S corporation | Statement: [Form 2553, taxClassificationEffect, S corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S corporation Context triple: [Form 2553, taxClassificationEffect, S corporation]
-
A.
Subchapter S
chosen
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.
-
B.
LLC
An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
-
C.
E Corp
E Corp is the powerful, corrupt multinational conglomerate that serves as the main corporate antagonist in the television series "Mr. Robot."
-
D.
Corporation Division of Oregon
The Corporation Division of Oregon is a state government office responsible for business registration, corporate filings, and related commercial records in Oregon.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: taxClassificationEffect Context triple: [Form 2553, taxClassificationEffect, S corporation]
-
A.
effectOnTaxes
chosen
Indicates how one entity or action changes, influences, or determines the amount, structure, or treatment of taxes for another entity or situation.
-
B.
taxType
Indicates the specific category or classification of tax that applies to an entity, transaction, or amount.
-
C.
taxationMethod
Indicates the specific way or system by which taxes are calculated, collected, or applied in a given context.
-
D.
taxFunction
Indicates the rule or calculation method used to determine the amount of tax applied to a given input (such as income, price, or transaction).
-
E.
taxRegime
Indicates the system or structure of taxation that governs how taxes are assessed, collected, and applied within a particular context or jurisdiction.
- F. None of above.
Provenance (4 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0248db988190aa43c3723af25f90 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b07d872c81908f912263d8f7c80d |
completed | May 3, 2026, 8:30 p.m. |
| PD | Predicate disambiguation | batch_69dbc85fb600819098a2aab48169be96 |
completed | April 12, 2026, 4:29 p.m. |
Created at: April 9, 2026, 10:11 p.m.