Triple

T16998103
Position Surface form Disambiguated ID Type / Status
Subject Janesville, Wisconsin E412368 entity
Predicate hasNotableResident P1092 FINISHED
Object Ken Hendricks
Ken Hendricks was an American entrepreneur and billionaire best known as the co-founder of ABC Supply, one of the largest wholesale distributors of roofing and building materials in the United States.
E1261381 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: Ken Hendricks | Statement: [Janesville, Wisconsin, hasNotableResident, Ken Hendricks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ken Hendricks
Context triple: [Janesville, Wisconsin, hasNotableResident, Ken Hendricks]
  • A. Brian Hickerson
    Brian Hickerson is an American real estate agent and media personality best known for his highly publicized and tumultuous relationship with actress Hayden Panettiere, including domestic violence allegations.
  • B. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • C. Phil Ehart
    Phil Ehart is an American drummer best known as a founding member of the progressive rock band Kansas.
  • D. Ray Heindorf
    Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
  • E. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • 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: Ken Hendricks
Triple: [Janesville, Wisconsin, hasNotableResident, Ken Hendricks]
Generated description
Ken Hendricks was an American entrepreneur and billionaire best known as the co-founder of ABC Supply, one of the largest wholesale distributors of roofing and building materials in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ken Hendricks
Target entity description: Ken Hendricks was an American entrepreneur and billionaire best known as the co-founder of ABC Supply, one of the largest wholesale distributors of roofing and building materials in the United States.
  • A. Brian Hickerson
    Brian Hickerson is an American real estate agent and media personality best known for his highly publicized and tumultuous relationship with actress Hayden Panettiere, including domestic violence allegations.
  • B. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • C. Phil Ehart
    Phil Ehart is an American drummer best known as a founding member of the progressive rock band Kansas.
  • D. Ray Heindorf
    Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
  • E. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37c16d081908ea5e25c992cb254 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0180c181b08190a6e8912f4e1da6a0 completed May 11, 2026, 7:09 a.m.
NEDg Description generation batch_6a01834235e88190b842f32bec1a7b61 completed May 11, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0183c05d508190bed2e82bd2cff222 completed May 11, 2026, 7:22 a.m.
Created at: April 10, 2026, 5:32 a.m.