Triple
T3156351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tax Court Memorandum Opinions |
E65993
|
entity |
| Predicate | publishedBy |
P80
|
FINISHED |
| Object |
commercial tax reporters
Commercial tax reporters are specialized publications and databases that compile, annotate, and distribute tax-related legal materials and decisions for use by tax professionals and legal practitioners.
|
E331958
|
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: commercial tax reporters | Statement: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: commercial tax reporters Context triple: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
-
A.
Business Tax Services
Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
-
B.
Finance and Taxation
Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
-
C.
Commercial Division
The Commercial Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters related to the District’s commercial, financial, and business interests.
-
D.
Tax Court Reports
Tax Court Reports is the official published compilation of opinions and decisions issued by the United States Tax Court.
-
E.
Business Roundtable
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
- 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: commercial tax reporters Triple: [Tax Court Memorandum Opinions, publishedBy, commercial tax reporters]
Generated description
Commercial tax reporters are specialized publications and databases that compile, annotate, and distribute tax-related legal materials and decisions for use by tax professionals and legal practitioners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: commercial tax reporters Target entity description: Commercial tax reporters are specialized publications and databases that compile, annotate, and distribute tax-related legal materials and decisions for use by tax professionals and legal practitioners.
-
A.
Business Tax Services
Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
-
B.
Finance and Taxation
Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
-
C.
Commercial Division
The Commercial Division is a unit within the Office of the Attorney General for the District of Columbia that handles legal matters related to the District’s commercial, financial, and business interests.
-
D.
Tax Court Reports
Tax Court Reports is the official published compilation of opinions and decisions issued by the United States Tax Court.
-
E.
Business Roundtable
Business Roundtable is an association of chief executive officers from leading U.S. companies that advocates for pro-business public policies and corporate governance standards.
- 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_69ad85850c1481908a9e9c6242238de2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5eafa4c8190a65cc1312823144c |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b225068444819080e2b8b6b1260613 |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b22574e7c881908e9645f0869d95a8 |
completed | March 12, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b225f0e0b0819096f8b5f7e7ddd8c3 |
completed | March 12, 2026, 2:33 a.m. |
Created at: March 8, 2026, 3:05 p.m.