Triple

T12059271
Position Surface form Disambiguated ID Type / Status
Subject Fiserv, Inc. E287123 entity
Predicate previousTickerSymbol P23749 FINISHED
Object FISV
FISV was the former stock ticker symbol for Fiserv, Inc., a major U.S.-based provider of financial technology and payment processing services.
E961657 NE FINISHED

How this triple was built (5 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: FISV | Statement: [Fiserv, Inc., previousTickerSymbol, FISV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FISV
Context triple: [Fiserv, Inc., previousTickerSymbol, FISV]
  • A. FIS
    FIS (Fédération Internationale de Ski) is the international governing body for skiing and snowboarding, responsible for overseeing major competitions and setting rules across multiple snow sports disciplines.
  • B. FISI
    FISI is the Italian Winter Sports Federation that oversees and organizes Italy’s national cross-country skiing and other snow sport teams and activities.
  • C. FSV
    FSV is the commonly used abbreviation for FSV Zwickau, a German football club based in Zwickau, Saxony.
  • D. FV
    FV is the IATA airline designator assigned to Rossiya Airlines, a Russian carrier based in Saint Petersburg.
  • E. FISC
    FISC is a specialized U.S. federal court that oversees and authorizes government requests for foreign intelligence surveillance, particularly in national security and counterterrorism cases.
  • 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: FISV
Triple: [Fiserv, Inc., previousTickerSymbol, FISV]
Generated description
FISV was the former stock ticker symbol for Fiserv, Inc., a major U.S.-based provider of financial technology and payment processing services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FISV
Target entity description: FISV was the former stock ticker symbol for Fiserv, Inc., a major U.S.-based provider of financial technology and payment processing services.
  • A. FIS
    FIS (Fédération Internationale de Ski) is the international governing body for skiing and snowboarding, responsible for overseeing major competitions and setting rules across multiple snow sports disciplines.
  • B. FISI
    FISI is the Italian Winter Sports Federation that oversees and organizes Italy’s national cross-country skiing and other snow sport teams and activities.
  • C. FSV
    FSV is the commonly used abbreviation for FSV Zwickau, a German football club based in Zwickau, Saxony.
  • D. FV
    FV is the IATA airline designator assigned to Rossiya Airlines, a Russian carrier based in Saint Petersburg.
  • E. FISC
    FISC is a specialized U.S. federal court that oversees and authorizes government requests for foreign intelligence surveillance, particularly in national security and counterterrorism cases.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousTickerSymbol
Context triple: [Fiserv, Inc., previousTickerSymbol, FISV]
  • A. formerTickerSymbol chosen
    Indicates that one entity was previously used as the stock ticker symbol for another entity, but is no longer its current ticker symbol.
  • B. tickerSymbol
    Indicates the association between a financial instrument or company and its unique abbreviated code used for trading on a securities exchange.
  • C. previousSymbol
    Indicates that one symbol directly precedes another symbol in a defined sequence or ordering.
  • D. underlyingCompanyTicker
    Indicates that one entity is the stock ticker symbol corresponding to the underlying company of another financial instrument or entity.
  • E. acquiringCompanyTicker
    Indicates the stock ticker symbol of the company that is acquiring another company in a transaction.
  • F. None of above.

Provenance (6 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9100b4ca8819084845ca4c13e34ce completed April 10, 2026, 2:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49df216bc8190933e08f495f4d22f completed May 1, 2026, 12:34 p.m.
NEDg Description generation batch_69f53d96c3f08190847ba49929b7628f completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
PD Predicate disambiguation batch_69d902bda47c8190b94860b31df4a98c completed April 10, 2026, 2:01 p.m.
Created at: April 8, 2026, 9:47 p.m.