Triple

T14765823
Position Surface form Disambiguated ID Type / Status
Subject Bad Words E346991 entity
Predicate hasCharacter P2308 FINISHED
Object Dr. Deagan
Dr. Deagan is a character from the comedy film "Bad Words," serving as part of the story’s supporting cast around the adult spelling bee.
E1119060 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: Dr. Deagan | Statement: [Bad Words, hasCharacter, Dr. Deagan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Deagan
Context triple: [Bad Words, hasCharacter, Dr. Deagan]
  • A. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • B. Dr. Fagan
    Dr. Fagan is a comically unscrupulous and financially desperate headmaster of a disreputable Welsh boarding school in Evelyn Waugh’s satirical novel "Decline and Fall."
  • C. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • D. Dr. Cadman
    Dr. Cadman is a sinister surgeon in the 1956 horror film "The Black Sleep," known for conducting macabre brain experiments on unwilling subjects.
  • E. Dr. Harper
    Dr. Harper is a character in the horror film "The Boogeyman," serving as a key figure in the story’s unfolding supernatural terror.
  • 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: Dr. Deagan
Triple: [Bad Words, hasCharacter, Dr. Deagan]
Generated description
Dr. Deagan is a character from the comedy film "Bad Words," serving as part of the story’s supporting cast around the adult spelling bee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Deagan
Target entity description: Dr. Deagan is a character from the comedy film "Bad Words," serving as part of the story’s supporting cast around the adult spelling bee.
  • A. Dr. Delmarre
    Dr. Delmarre is a key character in Isaac Asimov's science fiction novel "The Naked Sun," serving as a prominent roboticist whose death becomes the central mystery of the story.
  • B. Dr. Fagan
    Dr. Fagan is a comically unscrupulous and financially desperate headmaster of a disreputable Welsh boarding school in Evelyn Waugh’s satirical novel "Decline and Fall."
  • C. Dr. Mumford
    Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
  • D. Dr. Cadman
    Dr. Cadman is a sinister surgeon in the 1956 horror film "The Black Sleep," known for conducting macabre brain experiments on unwilling subjects.
  • E. Dr. Harper
    Dr. Harper is a character in the horror film "The Boogeyman," serving as a key figure in the story’s unfolding supernatural terror.
  • 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.