Triple

T5842093
Position Surface form Disambiguated ID Type / Status
Subject Deutsche Börse E129616 entity
Predicate hasBusinessDivision P7588 FINISHED
Object Market Data + Services
Market Data + Services is a Deutsche Börse business division that provides financial market data, analytics, and related information services to market participants.
E549680 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: Market Data + Services | Statement: [Deutsche Börse, hasBusinessDivision, Market Data + Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Market Data + Services
Context triple: [Deutsche Börse, hasBusinessDivision, Market Data + Services]
  • A. Nasdaq Data Link
    Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
  • B. CME CF Cryptocurrency Real-Time Indices
    CME CF Cryptocurrency Real-Time Indices are a suite of benchmark indices that provide high-frequency pricing data for major cryptocurrencies to support trading, risk management, and financial products.
  • C. Boursorama
    Boursorama is a French online bank and financial services company known for its low-cost digital banking and brokerage offerings.
  • D. FinanceScout24
    FinanceScout24 is an online comparison and brokerage platform that helps consumers find and manage financial products such as insurance, loans, and investments.
  • E. S&P Capital IQ
    S&P Capital IQ is a financial data and analytics platform from S&P Global that provides comprehensive market, company, and research information to investment and corporate professionals.
  • 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: Market Data + Services
Triple: [Deutsche Börse, hasBusinessDivision, Market Data + Services]
Generated description
Market Data + Services is a Deutsche Börse business division that provides financial market data, analytics, and related information services to market participants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Market Data + Services
Target entity description: Market Data + Services is a Deutsche Börse business division that provides financial market data, analytics, and related information services to market participants.
  • A. Nasdaq Data Link
    Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
  • B. CME CF Cryptocurrency Real-Time Indices
    CME CF Cryptocurrency Real-Time Indices are a suite of benchmark indices that provide high-frequency pricing data for major cryptocurrencies to support trading, risk management, and financial products.
  • C. Boursorama
    Boursorama is a French online bank and financial services company known for its low-cost digital banking and brokerage offerings.
  • D. FinanceScout24
    FinanceScout24 is an online comparison and brokerage platform that helps consumers find and manage financial products such as insurance, loans, and investments.
  • E. S&P Capital IQ
    S&P Capital IQ is a financial data and analytics platform from S&P Global that provides comprehensive market, company, and research information to investment and corporate professionals.
  • 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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c034d876fc819089818c731116af56 completed March 22, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1a2506481908a3e638c1121bfd0 completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a27765688190b02a1b0cd39a87fe completed March 23, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2fd7ec081909033994e5556a6ae completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:54 p.m.