Triple

T14765826
Position Surface form Disambiguated ID Type / Status
Subject Bad Words E346991 entity
Predicate portraysCharacter P1668 FINISHED
Object Philip Baker Hall as Dr. Bowman
Philip Baker Hall as Dr. Bowman is a supporting character in the dark comedy film "Bad Words," played by veteran character actor Philip Baker Hall.
 E1119062 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: Philip Baker Hall as Dr. Bowman | Statement: [Bad Words, portraysCharacter, Philip Baker Hall as Dr. Bowman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philip Baker Hall as Dr. Bowman
Context triple: [Bad Words, portraysCharacter, Philip Baker Hall as Dr. Bowman]
  • A. Jeff Goldblum as Dr. Erwin Armstrong
    Jeff Goldblum as Dr. Erwin Armstrong is the eccentric and charismatic villainous school principal voiced by Jeff Goldblum in the animated film "The Boss Baby: Family Business."
  • B. Albert Finney as Kilgore Trout
    Albert Finney as Kilgore Trout refers to the acclaimed British actor’s portrayal of Kurt Vonnegut’s eccentric, down-on-his-luck science fiction writer Kilgore Trout in the film adaptation of "Breakfast of Champions."
  • C. Richard Dreyfuss as Dr. Leo Marvin
    Richard Dreyfuss as Dr. Leo Marvin is the uptight, egotistical psychiatrist whose professional life unravels when his needy patient Bob becomes entangled with his family in the comedy film "What About Bob?".
  • D. Michael Caine as Dr. Robert Elliott
    Michael Caine as Dr. Robert Elliott is the central, psychologically complex psychiatrist character he portrays in Brian De Palma’s 1980 thriller film "Dressed to Kill."
  • E. Bill Pullman as Clay Gregory
    Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
  • 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: Philip Baker Hall as Dr. Bowman
Triple: [Bad Words, portraysCharacter, Philip Baker Hall as Dr. Bowman]
Generated description
Philip Baker Hall as Dr. Bowman is a supporting character in the dark comedy film "Bad Words," played by veteran character actor Philip Baker Hall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philip Baker Hall as Dr. Bowman
Target entity description: Philip Baker Hall as Dr. Bowman is a supporting character in the dark comedy film "Bad Words," played by veteran character actor Philip Baker Hall.
  • A. Jeff Goldblum as Dr. Erwin Armstrong
    Jeff Goldblum as Dr. Erwin Armstrong is the eccentric and charismatic villainous school principal voiced by Jeff Goldblum in the animated film "The Boss Baby: Family Business."
  • B. Albert Finney as Kilgore Trout
    Albert Finney as Kilgore Trout refers to the acclaimed British actor’s portrayal of Kurt Vonnegut’s eccentric, down-on-his-luck science fiction writer Kilgore Trout in the film adaptation of "Breakfast of Champions."
  • C. Richard Dreyfuss as Dr. Leo Marvin
    Richard Dreyfuss as Dr. Leo Marvin is the uptight, egotistical psychiatrist whose professional life unravels when his needy patient Bob becomes entangled with his family in the comedy film "What About Bob?".
  • D. Michael Caine as Dr. Robert Elliott
    Michael Caine as Dr. Robert Elliott is the central, psychologically complex psychiatrist character he portrays in Brian De Palma’s 1980 thriller film "Dressed to Kill."
  • E. Bill Pullman as Clay Gregory
    Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cf68d94819093567bc630f67b60 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1b0056988190b14560470428d895 completed May 8, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_69fe1b97e8148190b23a555b9f2c7f1f completed May 8, 2026, 5:21 p.m.
Created at: April 10, 2026, 1:30 a.m.