Triple

T17907100
Position Surface form Disambiguated ID Type / Status
Subject Phil LaMarr E447729 entity
Predicate voiceRole P12691 FINISHED
Object Baxter Stockman in Teenage Mutant Ninja Turtles (2003)
Baxter Stockman in the 2003 Teenage Mutant Ninja Turtles series is a brilliant but unhinged scientist whose experiments and alliances with villains repeatedly pit him against the Turtles, often leading to his progressive physical and psychological deterioration.
E1295160 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: Baxter Stockman in Teenage Mutant Ninja Turtles (2003) | Statement: [Phil LaMarr, voiceRole, Baxter Stockman in Teenage Mutant Ninja Turtles (2003)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baxter Stockman in Teenage Mutant Ninja Turtles (2003)
Context triple: [Phil LaMarr, voiceRole, Baxter Stockman in Teenage Mutant Ninja Turtles (2003)]
  • A. Casey Jones in Teenage Mutant Ninja Turtles
    Casey Jones in Teenage Mutant Ninja Turtles is a hockey-mask-wearing vigilante ally of the Turtles, known for fighting crime with sports equipment and a rough, streetwise attitude.
  • B. Eric Sacks in Teenage Mutant Ninja Turtles (2014 film)
    Eric Sacks is the primary human antagonist in the 2014 Teenage Mutant Ninja Turtles film, a wealthy industrialist secretly allied with the Foot Clan in a plot to unleash and profit from a deadly toxin in New York City.
  • C. Michelangelo (Teenage Mutant Ninja Turtles)
    Michelangelo is the fun-loving, pizza-obsessed, nunchaku-wielding Ninja Turtle known for his laid-back attitude and comic relief within the Teenage Mutant Ninja Turtles team.
  • D. Leonardo (Teenage Mutant Ninja Turtles)
    Leonardo is the disciplined, katana-wielding leader of the Teenage Mutant Ninja Turtles, known for his strong sense of responsibility and dedication to his brothers.
  • E. Donatello (Teenage Mutant Ninja Turtles)
    Donatello is the intellectually gifted, tech-savvy Ninja Turtle known for his inventive gadgets, analytical mind, and use of a bo staff in the Teenage Mutant Ninja Turtles franchise.
  • 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: Baxter Stockman in Teenage Mutant Ninja Turtles (2003)
Triple: [Phil LaMarr, voiceRole, Baxter Stockman in Teenage Mutant Ninja Turtles (2003)]
Generated description
Baxter Stockman in the 2003 Teenage Mutant Ninja Turtles series is a brilliant but unhinged scientist whose experiments and alliances with villains repeatedly pit him against the Turtles, often leading to his progressive physical and psychological deterioration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baxter Stockman in Teenage Mutant Ninja Turtles (2003)
Target entity description: Baxter Stockman in the 2003 Teenage Mutant Ninja Turtles series is a brilliant but unhinged scientist whose experiments and alliances with villains repeatedly pit him against the Turtles, often leading to his progressive physical and psychological deterioration.
  • A. Casey Jones in Teenage Mutant Ninja Turtles
    Casey Jones in Teenage Mutant Ninja Turtles is a hockey-mask-wearing vigilante ally of the Turtles, known for fighting crime with sports equipment and a rough, streetwise attitude.
  • B. Eric Sacks in Teenage Mutant Ninja Turtles (2014 film)
    Eric Sacks is the primary human antagonist in the 2014 Teenage Mutant Ninja Turtles film, a wealthy industrialist secretly allied with the Foot Clan in a plot to unleash and profit from a deadly toxin in New York City.
  • C. Michelangelo (Teenage Mutant Ninja Turtles)
    Michelangelo is the fun-loving, pizza-obsessed, nunchaku-wielding Ninja Turtle known for his laid-back attitude and comic relief within the Teenage Mutant Ninja Turtles team.
  • D. Leonardo (Teenage Mutant Ninja Turtles)
    Leonardo is the disciplined, katana-wielding leader of the Teenage Mutant Ninja Turtles, known for his strong sense of responsibility and dedication to his brothers.
  • E. Donatello (Teenage Mutant Ninja Turtles)
    Donatello is the intellectually gifted, tech-savvy Ninja Turtle known for his inventive gadgets, analytical mind, and use of a bo staff in the Teenage Mutant Ninja Turtles franchise.
  • 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_69d8b9f6d394819082a6d69fd1e23d2f completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e9d458881909e35e1c7a6e85436 completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b2e0c5481908443e13839a0415d completed May 12, 2026, 12:21 p.m.
NEDg Description generation batch_6a031bc800d081908493949af23dd360 completed May 12, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a031d4bf2dc8190b69eb8f8050b9955 completed May 12, 2026, 12:30 p.m.
Created at: April 10, 2026, 10:19 a.m.