Triple

T14499007
Position Surface form Disambiguated ID Type / Status
Subject Gershon Kekst E359580 entity
Predicate founded P104 FINISHED
Object Kekst and Company
Kekst and Company is a prominent strategic communications and public relations firm known for advising corporations and institutions on high-stakes financial, corporate, and crisis situations.
E1101952 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: Kekst and Company | Statement: [Gershon Kekst, founded, Kekst and Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kekst and Company
Context triple: [Gershon Kekst, founded, Kekst and Company]
  • A. Ganmain Bakery
    Ganmain Bakery is a well-known country bakery in Ganmain, New South Wales, Australia, famed for its traditional meat pies often referred to as "Ganmain pies."
  • B. Baker’s
    Baker’s is a regional American supermarket chain known for offering a full range of groceries and household goods.
  • C. Schneider’s Bakery
    Schneider’s Bakery is a television production company founded by producer Dan Schneider, best known for creating popular Nickelodeon series such as iCarly, Drake & Josh, and Victorious.
  • D. Sweety Cakes
    "Sweety Cakes" is a song by the band April in Paris, known as one of their notable tracks.
  • E. Donner's Bakery
    Donner's Bakery is the small New York City bakery where the mentally disabled protagonist Charlie Gordon is employed in the novel "Flowers for Algernon."
  • 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: Kekst and Company
Triple: [Gershon Kekst, founded, Kekst and Company]
Generated description
Kekst and Company is a prominent strategic communications and public relations firm known for advising corporations and institutions on high-stakes financial, corporate, and crisis situations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kekst and Company
Target entity description: Kekst and Company is a prominent strategic communications and public relations firm known for advising corporations and institutions on high-stakes financial, corporate, and crisis situations.
  • A. Ganmain Bakery
    Ganmain Bakery is a well-known country bakery in Ganmain, New South Wales, Australia, famed for its traditional meat pies often referred to as "Ganmain pies."
  • B. Baker’s
    Baker’s is a regional American supermarket chain known for offering a full range of groceries and household goods.
  • C. Schneider’s Bakery
    Schneider’s Bakery is a television production company founded by producer Dan Schneider, best known for creating popular Nickelodeon series such as iCarly, Drake & Josh, and Victorious.
  • D. Sweety Cakes
    "Sweety Cakes" is a song by the band April in Paris, known as one of their notable tracks.
  • E. Donner's Bakery
    Donner's Bakery is the small New York City bakery where the mentally disabled protagonist Charlie Gordon is employed in the novel "Flowers for Algernon."
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9311cc748190880c784f173b7f2b completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d99a7948190a3ff01e7b74aaa1e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6eb86d1881908a326d448cf479da completed May 8, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f6c62088190a1ecaf0995e3f112 completed May 8, 2026, 5:06 a.m.
Created at: April 10, 2026, 1:21 a.m.