Triple

T4382428
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg L.P. E99160 entity
Predicate hasSubsidiary P254 FINISHED
Object Bloomberg Tradebook
Bloomberg Tradebook is an electronic agency brokerage platform that provides advanced trading tools and execution services to institutional and professional investors.
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 Tradebook | Statement: [Bloomberg L.P., hasSubsidiary, Bloomberg Tradebook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg Tradebook
Context triple: [Bloomberg L.P., hasSubsidiary, Bloomberg Tradebook]
  • 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. BSE On-Line Trading
    BSE On-Line Trading is the electronic trading platform of the Bombay Stock Exchange that enables automated, screen-based securities trading.
  • D. 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.
  • E. La Bourse
    La Bourse is a short story by Honoré de Balzac that portrays the social and emotional intrigues surrounding a modest painter and a mysterious mother-daughter pair in Parisian society.
  • 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 Tradebook
Triple: [Bloomberg L.P., hasSubsidiary, Bloomberg Tradebook]
Generated description
Bloomberg Tradebook is an electronic agency brokerage platform that provides advanced trading tools and execution services to institutional and professional investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomberg Tradebook
Target entity description: Bloomberg Tradebook is an electronic agency brokerage platform that provides advanced trading tools and execution services to institutional and professional investors.
  • 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 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. BSE On-Line Trading
    BSE On-Line Trading is the electronic trading platform of the Bombay Stock Exchange that enables automated, screen-based securities trading.
  • D. 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.
  • E. La Bourse
    La Bourse is a short story by Honoré de Balzac that portrays the social and emotional intrigues surrounding a modest painter and a mysterious mother-daughter pair in Parisian society.
  • 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_69b5f5e210108190bf14731ce3774b6b completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f689da008190ae5bd42af1f95bfa completed March 15, 2026, midnight
NED2 Entity disambiguation (via description) batch_69b5f72f5dac819081f98d835c467aca completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:18 p.m.