Triple

T10155175
Position Surface form Disambiguated ID Type / Status
Subject Fran Tarkenton E232756 entity
Predicate foundedCompany P46924 FINISHED
Object Tarkenton Financial
Tarkenton Financial is a financial services and insurance marketing firm founded by former NFL quarterback and entrepreneur Fran Tarkenton, focused on retirement and wealth-planning solutions for independent advisors and their clients.
 E843639 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: Tarkenton Financial | Statement: [Fran Tarkenton, foundedCompany, Tarkenton Financial]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarkenton Financial
Context triple: [Fran Tarkenton, foundedCompany, Tarkenton Financial]
  • A. The Staubach Company
    The Staubach Company was a prominent commercial real estate services firm known for representing corporate tenants, founded and led by former NFL quarterback Roger Staubach before its acquisition by Jones Lang LaSalle.
  • B. Western Capital
    Western Capital is a historical Chinese city name traditionally used to designate a western seat of imperial power, most famously associated with ancient Chang'an (modern Xi'an).
  • C. Fleet Financial Group
    Fleet Financial Group was a major U.S. banking and financial services company based in New England that grew rapidly through acquisitions before eventually becoming part of Bank of America.
  • D. The Townsend Organization
    The Townsend Organization is a powerful and secretive criminal syndicate in *The Blacklist* universe, known for orchestrating high-level conspiracies and serving as a major antagonist to Raymond Reddington and the FBI task force.
  • E. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • 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: Tarkenton Financial
Triple: [Fran Tarkenton, foundedCompany, Tarkenton Financial]
Generated description
Tarkenton Financial is a financial services and insurance marketing firm founded by former NFL quarterback and entrepreneur Fran Tarkenton, focused on retirement and wealth-planning solutions for independent advisors and their clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarkenton Financial
Target entity description: Tarkenton Financial is a financial services and insurance marketing firm founded by former NFL quarterback and entrepreneur Fran Tarkenton, focused on retirement and wealth-planning solutions for independent advisors and their clients.
  • A. The Staubach Company
    The Staubach Company was a prominent commercial real estate services firm known for representing corporate tenants, founded and led by former NFL quarterback Roger Staubach before its acquisition by Jones Lang LaSalle.
  • B. Western Capital
    Western Capital is a historical Chinese city name traditionally used to designate a western seat of imperial power, most famously associated with ancient Chang'an (modern Xi'an).
  • C. Fleet Financial Group
    Fleet Financial Group was a major U.S. banking and financial services company based in New England that grew rapidly through acquisitions before eventually becoming part of Bank of America.
  • D. The Townsend Organization
    The Townsend Organization is a powerful and secretive criminal syndicate in *The Blacklist* universe, known for orchestrating high-level conspiracies and serving as a major antagonist to Raymond Reddington and the FBI task force.
  • E. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec38f594819088a7eb73fc25feff completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e6541e488190814e6395f219eb12 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e7408e58819083c43e334a87a09f completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7b854d08190ac2af642970b7f09 completed April 5, 2026, 10:52 p.m.
Created at: March 30, 2026, 9:08 p.m.