Triple

T3675127
Position Surface form Disambiguated ID Type / Status
Subject TMX Group E77971 entity
Predicate owns P347 FINISHED
Object TMX Insights
TMX Insights is a data and analytics business within TMX Group that provides market intelligence, trading analytics, and financial information services to capital markets participants.
E378513 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: TMX Insights | Statement: [TMX Group, owns, TMX Insights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TMX Insights
Context triple: [TMX Group, owns, TMX Insights]
  • A. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • B. Webtrends
    Webtrends is a digital analytics company known for providing web traffic measurement and marketing optimization solutions for websites and online campaigns.
  • C. TMT
    TMT is a planned next-generation ground-based optical and infrared observatory featuring a 30-meter primary mirror for extremely high-resolution astronomical observations.
  • D. TMT
    TMT is the official currency code for the Turkmenistan manat, the national currency of Turkmenistan.
  • E. TAM
    TAM is the standard abbreviation used for the Tampa Tarpons, a Minor League Baseball team based in Tampa, Florida.
  • 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: TMX Insights
Triple: [TMX Group, owns, TMX Insights]
Generated description
TMX Insights is a data and analytics business within TMX Group that provides market intelligence, trading analytics, and financial information services to capital markets participants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TMX Insights
Target entity description: TMX Insights is a data and analytics business within TMX Group that provides market intelligence, trading analytics, and financial information services to capital markets participants.
  • A. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • B. Webtrends
    Webtrends is a digital analytics company known for providing web traffic measurement and marketing optimization solutions for websites and online campaigns.
  • C. TMT
    TMT is the official currency code for the Turkmenistan manat, the national currency of Turkmenistan.
  • D. TMT
    TMT is a planned next-generation ground-based optical and infrared observatory featuring a 30-meter primary mirror for extremely high-resolution astronomical observations.
  • E. TAM
    TAM is the standard abbreviation used for the Tampa Tarpons, a Minor League Baseball team based in Tampa, Florida.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4619cf08190a09a4a820c59cbc4 completed March 8, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48856b7d481909d9cc32586d61d44 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b489b0de348190a339affb0d59e4b3 completed March 13, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b4bc976fc881909a067b73002c5305 completed March 14, 2026, 1:40 a.m.
Created at: March 8, 2026, 3:25 p.m.