Triple
T3568248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg Law |
E75504
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Bloomberg Industry Group
Bloomberg Industry Group is a professional information services company that provides legal, tax, regulatory, and business intelligence tools and analysis to professionals and organizations.
|
E369859
|
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 Industry Group | Statement: [Bloomberg Law, developer, Bloomberg Industry Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Industry Group Context triple: [Bloomberg Law, developer, Bloomberg Industry Group]
-
A.
Bloomberg
Bloomberg is a global financial, software, data, and media company best known for its real-time financial information terminals and business news services.
-
B.
Dow Jones & Company
Dow Jones & Company is a major American financial news and information firm best known as the publisher of The Wall Street Journal and provider of market data and business journalism.
-
C.
Dean Witter Financial Services Group
Dean Witter Financial Services Group was a major American financial services and brokerage firm that became best known as the predecessor to Discover Financial Services and later part of Morgan Stanley.
-
D.
The Economist Group
The Economist Group is an international media and information company best known for publishing The Economist magazine and providing analysis on global affairs, business, and economics.
-
E.
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.
- 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 Industry Group Triple: [Bloomberg Law, developer, Bloomberg Industry Group]
Generated description
Bloomberg Industry Group is a professional information services company that provides legal, tax, regulatory, and business intelligence tools and analysis to professionals and organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Industry Group Target entity description: Bloomberg Industry Group is a professional information services company that provides legal, tax, regulatory, and business intelligence tools and analysis to professionals and organizations.
-
A.
Bloomberg
Bloomberg is a global financial, software, data, and media company best known for its real-time financial information terminals and business news services.
-
B.
Dow Jones & Company
Dow Jones & Company is a major American financial news and information firm best known as the publisher of The Wall Street Journal and provider of market data and business journalism.
-
C.
Dean Witter Financial Services Group
Dean Witter Financial Services Group was a major American financial services and brokerage firm that became best known as the predecessor to Discover Financial Services and later part of Morgan Stanley.
-
D.
The Economist Group
The Economist Group is an international media and information company best known for publishing The Economist magazine and providing analysis on global affairs, business, and economics.
-
E.
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.
- 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_69ad85d512708190829c8b2d3a2ccfb8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0ab51d881908f004fae47ab09d9 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbb3383c8190b14845a7de162502 |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bc62e1b481908310d7af56fb4889 |
completed | March 13, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5b2fdcc8190842d2d7bd09c65c4 |
completed | March 13, 2026, 11:32 a.m. |
Created at: March 8, 2026, 3:21 p.m.