Triple
T15439541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg Industry Group |
E369859
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
Bloomberg Tax
Bloomberg Tax is a specialized research and news platform providing in-depth tax law, policy analysis, and compliance tools for tax professionals and organizations.
|
E1158055
|
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: Bloomberg Tax | Statement: [Bloomberg Industry Group, product, Bloomberg Tax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Tax Context triple: [Bloomberg Industry Group, product, Bloomberg Tax]
-
A.
Bloomberg Law
Bloomberg Law is a comprehensive legal research and business intelligence platform that provides access to case law, statutes, regulations, dockets, news, and analytical tools for legal professionals.
-
B.
Bloomberg
Bloomberg is a global financial, software, data, and media company best known for its real-time financial information terminals and business news services.
-
C.
Bloomberg Government
Bloomberg Government is a subscription-based data, news, and analytics service that provides in-depth coverage of U.S. government policy, legislation, and regulation for professionals in the public affairs and government contracting sectors.
-
D.
Bloomberg News
Bloomberg News is a global financial and business news organization known for its real-time market coverage, data-driven reporting, and multimedia journalism.
-
E.
Factiva
Factiva is a global news and business information database that aggregates content from thousands of newspapers, journals, and other sources for research and analysis.
- 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: Bloomberg Tax Triple: [Bloomberg Industry Group, product, Bloomberg Tax]
Generated description
Bloomberg Tax is a specialized research and news platform providing in-depth tax law, policy analysis, and compliance tools for tax professionals and organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Tax Target entity description: Bloomberg Tax is a specialized research and news platform providing in-depth tax law, policy analysis, and compliance tools for tax professionals and organizations.
-
A.
Bloomberg Law
Bloomberg Law is a comprehensive legal research and business intelligence platform that provides access to case law, statutes, regulations, dockets, news, and analytical tools for legal professionals.
-
B.
Bloomberg
Bloomberg is a global financial, software, data, and media company best known for its real-time financial information terminals and business news services.
-
C.
Bloomberg Government
Bloomberg Government is a subscription-based data, news, and analytics service that provides in-depth coverage of U.S. government policy, legislation, and regulation for professionals in the public affairs and government contracting sectors.
-
D.
Bloomberg News
Bloomberg News is a global financial and business news organization known for its real-time market coverage, data-driven reporting, and multimedia journalism.
-
E.
Factiva
Factiva is a global news and business information database that aggregates content from thousands of newspapers, journals, and other sources for research and analysis.
- 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_69d85a19180081909925012fbf4e62a3 |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03eddf258819082679970b7d2b6af |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21a9b9188190a3f5de3ee18c5d3e |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff22e2f298819085c90e28acafef44 |
completed | May 9, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff240af68c8190af88834d97a42afb |
completed | May 9, 2026, 12:09 p.m. |
Created at: April 10, 2026, 3:21 a.m.