Triple

T16926292
Position Surface form Disambiguated ID Type / Status
Subject TransUnion E410580 entity
Predicate listedAs P310 FINISHED
Object TRU on NYSE
TRU on NYSE is the stock ticker symbol for TransUnion, a major global consumer credit reporting and information services company.
 E1241303 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: TRU on NYSE | Statement: [TransUnion, listedAs, TRU on NYSE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TRU on NYSE
Context triple: [TransUnion, listedAs, TRU on NYSE]
  • A. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • B. Nasdaq Global Market
    Nasdaq Global Market is a mid-cap segment of the Nasdaq Stock Market that lists companies meeting specific financial, liquidity, and corporate governance standards.
  • C. Nasdaq INET
    Nasdaq INET is Nasdaq’s high-performance electronic trading platform used across several of its exchanges to match and process securities orders.
  • D. NYSE National
    NYSE National is a U.S. equities exchange operated by the New York Stock Exchange that focuses on electronic trading with a maker-taker fee model.
  • E. NYSE:T
    NYSE:T is the ticker symbol for AT&T Inc., a major U.S.-based multinational telecommunications and media company listed on the New York Stock Exchange.
  • 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: TRU on NYSE
Triple: [TransUnion, listedAs, TRU on NYSE]
Generated description
TRU on NYSE is the stock ticker symbol for TransUnion, a major global consumer credit reporting and information services company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TRU on NYSE
Target entity description: TRU on NYSE is the stock ticker symbol for TransUnion, a major global consumer credit reporting and information services company.
  • A. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • B. Nasdaq Global Market
    Nasdaq Global Market is a mid-cap segment of the Nasdaq Stock Market that lists companies meeting specific financial, liquidity, and corporate governance standards.
  • C. Nasdaq INET
    Nasdaq INET is Nasdaq’s high-performance electronic trading platform used across several of its exchanges to match and process securities orders.
  • D. NYSE National
    NYSE National is a U.S. equities exchange operated by the New York Stock Exchange that focuses on electronic trading with a maker-taker fee model.
  • E. NYSE:T
    NYSE:T is the ticker symbol for AT&T Inc., a major U.S.-based multinational telecommunications and media company listed on the New York Stock Exchange.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cdf2dcd881909798bd245e18c599 completed April 18, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfd8a88c8190adda386b62fe543c completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.