Triple

T7356784
Position Surface form Disambiguated ID Type / Status
Subject Burton "Gus" Guster E169645 entity
Predicate fullName P16 FINISHED
Object Burton Guster
Burton Guster is a cautious, pharmaceutical sales representative and the loyal, often exasperated best friend and partner of fake psychic detective Shawn Spencer on the TV series "Psych."
E658782 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: Burton Guster | Statement: [Burton "Gus" Guster, fullName, Burton Guster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Burton Guster
Context triple: [Burton "Gus" Guster, fullName, Burton Guster]
  • A. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • B. Boardman Robinson
    Boardman Robinson was a Canadian-American artist, illustrator, and political cartoonist known for his powerful social and political commentary in early 20th-century publications.
  • C. George Burroughs
    George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
  • D. Howard Borden
    Howard Borden is a bumbling yet lovable airline navigator and Bob Hartley's friendly, often clueless neighbor on the classic sitcom "The Bob Newhart Show."
  • E. William Lundigan
    William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
  • 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: Burton Guster
Triple: [Burton "Gus" Guster, fullName, Burton Guster]
Generated description
Burton Guster is a cautious, pharmaceutical sales representative and the loyal, often exasperated best friend and partner of fake psychic detective Shawn Spencer on the TV series "Psych."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Burton Guster
Target entity description: Burton Guster is a cautious, pharmaceutical sales representative and the loyal, often exasperated best friend and partner of fake psychic detective Shawn Spencer on the TV series "Psych."
  • A. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • B. Boardman Robinson
    Boardman Robinson was a Canadian-American artist, illustrator, and political cartoonist known for his powerful social and political commentary in early 20th-century publications.
  • C. George Burroughs
    George Burroughs was a Puritan minister in colonial New England who was infamously executed for alleged witchcraft during the Salem witch trials.
  • D. Howard Borden
    Howard Borden is a bumbling yet lovable airline navigator and Bob Hartley's friendly, often clueless neighbor on the classic sitcom "The Bob Newhart Show."
  • E. William Lundigan
    William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa6a5d88190b969b7783edc67b7 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:06 p.m.