Triple

T15103877
Position Surface form Disambiguated ID Type / Status
Subject Police Academy 3: Back in Training E360736 entity
Predicate stars P1956 FINISHED
Object Brian Tochi
Brian Tochi is an American actor and voice actor best known for roles in the Police Academy film series and as the voice of Leonardo in the original Teenage Mutant Ninja Turtles movies.
E1138828 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: Brian Tochi | Statement: [Police Academy 3: Back in Training, stars, Brian Tochi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Tochi
Context triple: [Police Academy 3: Back in Training, stars, Brian Tochi]
  • A. Daren Kagasoff
    Daren Kagasoff is an American actor best known for his starring role as Ricky Underwood on the teen drama series "The Secret Life of the American Teenager."
  • B. Alan Ereira
    Alan Ereira is a British historian, broadcaster, and documentary filmmaker known for his work on medieval history and indigenous cultures.
  • C. John Toon
    John Toon is a cinematographer known for his work on the film "Sunshine Cleaning."
  • D. Jerry Tokofsky
    Jerry Tokofsky was a film producer best known for his work on the acclaimed 1992 drama "Glengarry Glen Ross."
  • E. Jim Toth
    Jim Toth is an American talent agent and film producer best known for his work in Hollywood and his former marriage to actress Reese Witherspoon.
  • 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: Brian Tochi
Triple: [Police Academy 3: Back in Training, stars, Brian Tochi]
Generated description
Brian Tochi is an American actor and voice actor best known for roles in the Police Academy film series and as the voice of Leonardo in the original Teenage Mutant Ninja Turtles movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Tochi
Target entity description: Brian Tochi is an American actor and voice actor best known for roles in the Police Academy film series and as the voice of Leonardo in the original Teenage Mutant Ninja Turtles movies.
  • A. Daren Kagasoff
    Daren Kagasoff is an American actor best known for his starring role as Ricky Underwood on the teen drama series "The Secret Life of the American Teenager."
  • B. Alan Ereira
    Alan Ereira is a British historian, broadcaster, and documentary filmmaker known for his work on medieval history and indigenous cultures.
  • C. John Toon
    John Toon is a cinematographer known for his work on the film "Sunshine Cleaning."
  • D. Jerry Tokofsky
    Jerry Tokofsky was a film producer best known for his work on the acclaimed 1992 drama "Glengarry Glen Ross."
  • E. Jim Toth
    Jim Toth is an American talent agent and film producer best known for his work in Hollywood and his former marriage to actress Reese Witherspoon.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00551521c8190b48d1a074bb4bdfc completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7e6fc7c8190b517a7daa567d67c completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb9f7b6d88190886fd65ce736ed1b completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69febaa20ffc819090dd4b113d8513d7 completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 3:05 a.m.