Triple

T4371403
Position Surface form Disambiguated ID Type / Status
Subject Nathan Ford E98904 entity
Predicate formerEmployer P1910 FINISHED
Object IYS Insurance
IYS Insurance is an insurance company that once employed Nathan Ford, a character known as the mastermind leader in the TV series "Leverage."
 E436288 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: IYS Insurance | Statement: [Nathan Ford, formerEmployer, IYS Insurance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IYS Insurance
Context triple: [Nathan Ford, formerEmployer, IYS Insurance]
  • A. Insuricare
    Insuricare is the fictional insurance company in Pixar's "The Incredibles" where Bob Parr (Mr. Incredible) works in a soul-crushing desk job.
  • B. CIS Insurance
    CIS Insurance is a UK-based financial services and insurance provider known for its past title sponsorship of the Scottish League Cup.
  • C. Esurance
    Esurance is a U.S.-based online-focused auto and home insurance company known for its direct-to-consumer model and digital tools for buying and managing policies.
  • D. National Indemnity Company
    National Indemnity Company is a major U.S. property and casualty insurer best known as a core insurance subsidiary of Berkshire Hathaway.
  • E. Protective Life Corporation
    Protective Life Corporation is a U.S.-based insurance and financial services company known for offering life insurance, annuities, and asset protection products.
  • 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: IYS Insurance
Triple: [Nathan Ford, formerEmployer, IYS Insurance]
Generated description
IYS Insurance is an insurance company that once employed Nathan Ford, a character known as the mastermind leader in the TV series "Leverage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IYS Insurance
Target entity description: IYS Insurance is an insurance company that once employed Nathan Ford, a character known as the mastermind leader in the TV series "Leverage."
  • A. Insuricare
    Insuricare is the fictional insurance company in Pixar's "The Incredibles" where Bob Parr (Mr. Incredible) works in a soul-crushing desk job.
  • B. CIS Insurance
    CIS Insurance is a UK-based financial services and insurance provider known for its past title sponsorship of the Scottish League Cup.
  • C. Esurance
    Esurance is a U.S.-based online-focused auto and home insurance company known for its direct-to-consumer model and digital tools for buying and managing policies.
  • D. National Indemnity Company
    National Indemnity Company is a major U.S. property and casualty insurer best known as a core insurance subsidiary of Berkshire Hathaway.
  • E. Protective Life Corporation
    Protective Life Corporation is a U.S.-based insurance and financial services company known for offering life insurance, annuities, and asset protection products.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3521dffbc8190b9300a7f4f64bdc0 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e50bcc9481909b0b9d60198dce63 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:17 p.m.