Triple

T22445301
Position Surface form Disambiguated ID Type / Status
Subject PLT Scheme E554848 entity
Predicate primaryImplementersInclude P52937 FINISHED
Object Robby Findler
Robby Findler is a computer scientist and software engineer best known for his work on the Racket (formerly PLT Scheme) programming language and its tools.
E1537643 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: Robby Findler | Statement: [PLT Scheme, primaryImplementersInclude, Robby Findler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robby Findler
Context triple: [PLT Scheme, primaryImplementersInclude, Robby Findler]
  • A. Spencer Laudiero
    Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
  • B. Christopher Fennell
    Christopher Fennell is an actor known for his role in the film "The War."
  • C. Matt Durning
    Matt Durning is a character from the television series "Beverly Hills, 90210," known as one of Kelly Taylor’s later love interests and a lawyer dealing with personal and professional struggles.
  • D. Drew Van Acker
    Drew Van Acker is an American actor best known for his roles on television series such as "Pretty Little Liars" and "Devious Maids."
  • E. Matthew Garber
    Matthew Garber was a British child actor best known for playing Michael Banks in Disney’s classic film "Mary Poppins" (1964).
  • 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: Robby Findler
Triple: [PLT Scheme, primaryImplementersInclude, Robby Findler]
Generated description
Robby Findler is a computer scientist and software engineer best known for his work on the Racket (formerly PLT Scheme) programming language and its tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robby Findler
Target entity description: Robby Findler is a computer scientist and software engineer best known for his work on the Racket (formerly PLT Scheme) programming language and its tools.
  • A. Spencer Laudiero
    Spencer Laudiero is an American animation director and storyboard artist known for his work on television series such as "Family Guy" and "The Orville."
  • B. Christopher Fennell
    Christopher Fennell is an actor known for his role in the film "The War."
  • C. Matt Durning
    Matt Durning is a character from the television series "Beverly Hills, 90210," known as one of Kelly Taylor’s later love interests and a lawyer dealing with personal and professional struggles.
  • D. Drew Van Acker
    Drew Van Acker is an American actor best known for his roles on television series such as "Pretty Little Liars" and "Devious Maids."
  • E. Matthew Garber
    Matthew Garber was a British child actor best known for playing Michael Banks in Disney’s classic film "Mary Poppins" (1964).
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b46e8ac8190bfa8c611ffcba822 completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c74318081909fe8f6b794b6ce83 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d6d5b0c8190a96b3d556ccf5aee completed May 18, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0e2082a88190b0c203cb933276dd completed May 18, 2026, 1:03 p.m.
Created at: April 16, 2026, 8:47 p.m.