Triple

T6628479
Position Surface form Disambiguated ID Type / Status
Subject nm0817762 E149860 entity
Predicate alsoKnownAs P39 FINISHED
Object John Speshock
John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
E606613 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: John Speshock | Statement: [nm0817762, alsoKnownAs, John Speshock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Speshock
Context triple: [nm0817762, alsoKnownAs, John Speshock]
  • A. John Speshock Jr.
    John Speshock Jr., better known as John Spencer, was an American actor acclaimed for his Emmy-winning role as Leo McGarry on the television series "The West Wing."
  • B. Sam Spewack
    Sam Spewack was an American playwright and screenwriter best known for his collaborations with his wife Bella Spewack on Broadway musicals such as "Kiss Me, Kate."
  • C. Nick Wasicsko
    Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
  • D. Jack Kehler
    Jack Kehler was an American character actor known for his quirky supporting roles in films and television, including appearances in works like The Big Lebowski and Men in Black II.
  • E. Tom Schaul
    Tom Schaul is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Dueling DQN architecture.
  • 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: John Speshock
Triple: [nm0817762, alsoKnownAs, John Speshock]
Generated description
John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Speshock
Target entity description: John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
  • A. John Speshock Jr.
    John Speshock Jr., better known as John Spencer, was an American actor acclaimed for his Emmy-winning role as Leo McGarry on the television series "The West Wing."
  • B. Sam Spewack
    Sam Spewack was an American playwright and screenwriter best known for his collaborations with his wife Bella Spewack on Broadway musicals such as "Kiss Me, Kate."
  • C. Nick Wasicsko
    Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
  • D. Jack Kehler
    Jack Kehler was an American character actor known for his quirky supporting roles in films and television, including appearances in works like The Big Lebowski and Men in Black II.
  • E. Tom Schaul
    Tom Schaul is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Dueling DQN architecture.
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa4a08481908cb5a554f388f32a completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e44f5f9c819088cfb4fd87887766 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e55028ac8190b2bde6637981195c completed March 27, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6e5eacefc819092d0e9f79d90c4a6 completed March 27, 2026, 8:17 p.m.
Created at: March 27, 2026, 1:59 p.m.