Triple

T3641107
Position Surface form Disambiguated ID Type / Status
Subject Bruce Jay Friedman E77188 entity
Predicate notableWork P4 FINISHED
Object Stern
Stern is a darkly comic novel by Bruce Jay Friedman that follows the anxieties and misadventures of a neurotic Jewish man grappling with suburban life and identity.
 E375017 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: Stern | Statement: [Bruce Jay Friedman, notableWork, Stern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stern
Context triple: [Bruce Jay Friedman, notableWork, Stern]
  • A. Scheider
    Scheider is the surname of American actor Roy Scheider, best known for his role as Chief Brody in the film "Jaws."
  • B. Reinsdorf
    Reinsdorf is a surname most prominently associated with American sports team owner Jerry Reinsdorf, known for owning the Chicago Bulls and Chicago White Sox.
  • C. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • D. Menzel
    Menzel is the surname of Idina Menzel, the American actress and singer best known for her roles in Broadway musicals and the film "Frozen."
  • E. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • 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: Stern
Triple: [Bruce Jay Friedman, notableWork, Stern]
Generated description
Stern is a darkly comic novel by Bruce Jay Friedman that follows the anxieties and misadventures of a neurotic Jewish man grappling with suburban life and identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stern
Target entity description: Stern is a darkly comic novel by Bruce Jay Friedman that follows the anxieties and misadventures of a neurotic Jewish man grappling with suburban life and identity.
  • A. Scheider
    Scheider is the surname of American actor Roy Scheider, best known for his role as Chief Brody in the film "Jaws."
  • B. Reinsdorf
    Reinsdorf is a surname most prominently associated with American sports team owner Jerry Reinsdorf, known for owning the Chicago Bulls and Chicago White Sox.
  • C. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • D. Menzel
    Menzel is the surname of Idina Menzel, the American actress and singer best known for her roles in Broadway musicals and the film "Frozen."
  • E. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc357c3308190bd8801d68244a53e completed March 8, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f2e464881909d62dd2fad811a83 completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b45092464c8190b9ad6db8c8845026 completed March 13, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69b450f261548190b5cd667b35453dcb completed March 13, 2026, 6:01 p.m.
Created at: March 8, 2026, 3:24 p.m.