Triple

T12657316
Position Surface form Disambiguated ID Type / Status
Subject For Keeps? E302317 entity
Predicate leadActorCharacter P9616 FINISHED
Object Randall Batinkoff as Stan Bobrucz
Randall Batinkoff as Stan Bobrucz is the character portrayed by actor Randall Batinkoff in the teen pregnancy drama film "For Keeps?".
 E995347 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: Randall Batinkoff as Stan Bobrucz | Statement: [For Keeps?, leadActorCharacter, Randall Batinkoff as Stan Bobrucz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randall Batinkoff as Stan Bobrucz
Context triple: [For Keeps?, leadActorCharacter, Randall Batinkoff as Stan Bobrucz]
  • A. Phil Silvers as Herb Blake
    Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
  • B. John Candy as Irv Blitzer
    John Candy as Irv Blitzer is the disgraced former American bobsled champion who becomes the gruff yet big-hearted coach of the Jamaican bobsled team in the film "Cool Runnings."
  • C. Walt Kowalski
    Walt Kowalski is a gruff, widowed Korean War veteran whose evolving relationship with his Hmong neighbors drives the emotional and moral core of the film "Gran Torino."
  • D. Bill Hader as Stefon Zolesky
    Bill Hader as Stefon Zolesky is the actor-comedian’s iconic Saturday Night Live persona, a flamboyant and eccentric New York City nightlife correspondent known for his bizarre club recommendations on “Weekend Update.”
  • E. Bill Jackowski
    Bill Jackowski was a Major League Baseball umpire best known for his long National League career and for working several World Series and All-Star Games in the 1950s and 1960s.
  • 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: Randall Batinkoff as Stan Bobrucz
Triple: [For Keeps?, leadActorCharacter, Randall Batinkoff as Stan Bobrucz]
Generated description
Randall Batinkoff as Stan Bobrucz is the character portrayed by actor Randall Batinkoff in the teen pregnancy drama film "For Keeps?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randall Batinkoff as Stan Bobrucz
Target entity description: Randall Batinkoff as Stan Bobrucz is the character portrayed by actor Randall Batinkoff in the teen pregnancy drama film "For Keeps?".
  • A. Phil Silvers as Herb Blake
    Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
  • B. John Candy as Irv Blitzer
    John Candy as Irv Blitzer is the disgraced former American bobsled champion who becomes the gruff yet big-hearted coach of the Jamaican bobsled team in the film "Cool Runnings."
  • C. Walt Kowalski
    Walt Kowalski is a gruff, widowed Korean War veteran whose evolving relationship with his Hmong neighbors drives the emotional and moral core of the film "Gran Torino."
  • D. Bill Hader as Stefon Zolesky
    Bill Hader as Stefon Zolesky is the actor-comedian’s iconic Saturday Night Live persona, a flamboyant and eccentric New York City nightlife correspondent known for his bizarre club recommendations on “Weekend Update.”
  • E. Bill Jackowski
    Bill Jackowski was a Major League Baseball umpire best known for his long National League career and for working several World Series and All-Star Games in the 1950s and 1960s.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961636db8819099c438b24bcfd866 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f668832c7081909eb75429efba493e completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697e3a688190abd025df1112feba completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a9230608190bfe99290ca1679fa completed May 2, 2026, 9:20 p.m.
Created at: April 9, 2026, 5:18 p.m.