Triple

T9794749
Position Surface form Disambiguated ID Type / Status
Subject Living Doll E237690 entity
Predicate producedBy P490 FINISHED
Object William Froug
William Froug was an American television producer, writer, and educator best known for his work on classic series such as The Twilight Zone.
E927177 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: William Froug | Statement: [Living Doll, producedBy, William Froug]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Froug
Context triple: [Living Doll, producedBy, William Froug]
  • A. William Fagan
    William Fagan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Fagan.
  • B. Joseph Flavelle
    Joseph Flavelle was a prominent Canadian businessman and philanthropist who became one of Toronto’s leading meat packers and a key figure in national economic and charitable affairs in the late 19th and early 20th centuries.
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. Jean Fetter
    Jean Fetter is a British-born American psychologist and former dean of admissions at Stanford University, known for her work in higher education and advocacy for women in science and academia.
  • E. George Shively
    George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
  • 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: William Froug
Triple: [Living Doll, producedBy, William Froug]
Generated description
William Froug was an American television producer, writer, and educator best known for his work on classic series such as The Twilight Zone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Froug
Target entity description: William Froug was an American television producer, writer, and educator best known for his work on classic series such as The Twilight Zone.
  • A. William Fagan
    William Fagan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Fagan.
  • B. Joseph Flavelle
    Joseph Flavelle was a prominent Canadian businessman and philanthropist who became one of Toronto’s leading meat packers and a key figure in national economic and charitable affairs in the late 19th and early 20th centuries.
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. Jean Fetter
    Jean Fetter is a British-born American psychologist and former dean of admissions at Stanford University, known for her work in higher education and advocacy for women in science and academia.
  • E. George Shively
    George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda34916dc8190acef2ba003e56a33 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e877c6188190817fb30f2c9a07bf completed April 20, 2026, 8:48 a.m.
NEDg Description generation batch_69e5f1557e9c8190b53ce391793b2c7f completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f863bf7c81908969ed0a5b99f032 completed April 20, 2026, 9:56 a.m.
Created at: March 30, 2026, 8:28 p.m.