Triple
T4382422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg L.P. |
E99160
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
Bloomberg Enterprise Solutions
Bloomberg Enterprise Solutions is a suite of data, technology, and analytics services from Bloomberg that helps financial institutions manage market data, risk, trading, and regulatory requirements at an enterprise scale.
|
E99160
|
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 Enterprise Solutions | Statement: [Bloomberg L.P., product, Bloomberg Enterprise Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Enterprise Solutions Context triple: [Bloomberg L.P., product, Bloomberg Enterprise Solutions]
-
A.
Bloomberg Terminal
Bloomberg Terminal is a proprietary computer software system that provides real-time financial data, news, analytics, and trading tools widely used by professionals in global markets.
-
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.
Palantir Technologies
Palantir Technologies is an American software company specializing in big data analytics platforms used by governments and large enterprises for intelligence, security, and operational decision-making.
-
D.
Bloomberg Television
Bloomberg Television is a global 24-hour business and financial news television network owned by Bloomberg L.P., known for its real-time market coverage and analysis.
-
E.
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.
- 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 Enterprise Solutions Triple: [Bloomberg L.P., product, Bloomberg Enterprise Solutions]
Generated description
Bloomberg Enterprise Solutions is a suite of data, technology, and analytics services from Bloomberg that helps financial institutions manage market data, risk, trading, and regulatory requirements at an enterprise scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomberg Enterprise Solutions Target entity description: Bloomberg Enterprise Solutions is a suite of data, technology, and analytics services from Bloomberg that helps financial institutions manage market data, risk, trading, and regulatory requirements at an enterprise scale.
-
A.
Bloomberg Terminal
Bloomberg Terminal is a proprietary computer software system that provides real-time financial data, news, analytics, and trading tools widely used by professionals in global markets.
-
B.
Bloomberg
chosen
Bloomberg is a global financial, software, data, and media company best known for its real-time financial information terminals and business news services.
-
C.
Palantir Technologies
Palantir Technologies is an American software company specializing in big data analytics platforms used by governments and large enterprises for intelligence, security, and operational decision-making.
-
D.
Bloomberg Television
Bloomberg Television is a global 24-hour business and financial news television network owned by Bloomberg L.P., known for its real-time market coverage and analysis.
-
E.
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.
- F. None of above.
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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352613dd481909e008a8db239a108 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e523cc5c8190b9884f83d433982c |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5eeadd68881909820a75aaff9d8d5 |
completed | March 14, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ef36f2bc8190a21e0f2fadbdd697 |
completed | March 14, 2026, 11:28 p.m. |
Created at: March 12, 2026, 11:18 p.m.