Triple

T4382419
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg L.P. E99160 entity
Predicate product P490 FINISHED
Object 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.
E436441 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 Government | Statement: [Bloomberg L.P., product, Bloomberg Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg Government
Context triple: [Bloomberg L.P., product, Bloomberg Government]
  • A. 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.
  • 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 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.
  • D. 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.
  • E. Bloomberg Radio
    Bloomberg Radio is a 24-hour business and financial news radio network operated by Bloomberg L.P., featuring market updates, economic analysis, and interviews with industry leaders.
  • 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 Government
Triple: [Bloomberg L.P., product, Bloomberg Government]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomberg Government
Target entity description: 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.
  • A. 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.
  • 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 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.
  • D. 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.
  • E. Bloomberg Radio
    Bloomberg Radio is a 24-hour business and financial news radio network operated by Bloomberg L.P., featuring market updates, economic analysis, and interviews with industry leaders.
  • 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_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.