Triple

T6953291
Position Surface form Disambiguated ID Type / Status
Subject The Best Man E161179 entity
Predicate mainCharacter P1183 FINISHED
Object Quentin Spivey
Quentin Spivey is a charismatic, womanizing bachelor and one of the central friends whose romantic escapades and sharp humor drive much of the drama and comedy in the film "The Best Man."
 E632025 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: Quentin Spivey | Statement: [The Best Man, mainCharacter, Quentin Spivey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quentin Spivey
Context triple: [The Best Man, mainCharacter, Quentin Spivey]
  • A. Joseph Stonestreet
    Joseph Stonestreet is an American singer best known as an early member of the R&B group Blackstreet.
  • B. Joseph Ashburn
    Joseph Ashburn was the second husband of American upholsterer Betsy Ross, who is widely associated with sewing the first United States flag.
  • C. Jackson Hurst
    Jackson Hurst is an American actor best known for his role as Grayson Kent on the television series "Drop Dead Diva."
  • D. Bob Hilliard
    Bob Hilliard was an American lyricist known for writing popular songs for films and Broadway during the mid-20th century.
  • E. Marty Byrde
    Marty Byrde is the financially savvy but morally conflicted Chicago accountant-turned-money launderer at the center of the crime drama series "Ozark."
  • 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: Quentin Spivey
Triple: [The Best Man, mainCharacter, Quentin Spivey]
Generated description
Quentin Spivey is a charismatic, womanizing bachelor and one of the central friends whose romantic escapades and sharp humor drive much of the drama and comedy in the film "The Best Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quentin Spivey
Target entity description: Quentin Spivey is a charismatic, womanizing bachelor and one of the central friends whose romantic escapades and sharp humor drive much of the drama and comedy in the film "The Best Man."
  • A. Joseph Stonestreet
    Joseph Stonestreet is an American singer best known as an early member of the R&B group Blackstreet.
  • B. Joseph Ashburn
    Joseph Ashburn was the second husband of American upholsterer Betsy Ross, who is widely associated with sewing the first United States flag.
  • C. Jackson Hurst
    Jackson Hurst is an American actor best known for his role as Grayson Kent on the television series "Drop Dead Diva."
  • D. Bob Hilliard
    Bob Hilliard was an American lyricist known for writing popular songs for films and Broadway during the mid-20th century.
  • E. Marty Byrde
    Marty Byrde is the financially savvy but morally conflicted Chicago accountant-turned-money launderer at the center of the crime drama series "Ozark."
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dab18d648190a2f238fce3e59365 completed March 27, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7587ee1b08190b9f53ab7df4a4a58 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c75a8998308190b99a11d5aaf7436b completed March 28, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c75afddbf88190884d98e4b8a0c9eb completed March 28, 2026, 4:37 a.m.
Created at: March 27, 2026, 2:29 p.m.