Triple

T18634614
Position Surface form Disambiguated ID Type / Status
Subject American Gigolo E455510 entity
Predicate stars P1956 FINISHED
Object Lauren Hutton as Michelle Stratton
Lauren Hutton as Michelle Stratton is the elegant, married politician’s wife who becomes emotionally entangled with Richard Gere’s character in the 1980 neo-noir film *American Gigolo*.
E1334391 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: Lauren Hutton as Michelle Stratton | Statement: [American Gigolo, stars, Lauren Hutton as Michelle Stratton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lauren Hutton as Michelle Stratton
Context triple: [American Gigolo, stars, Lauren Hutton as Michelle Stratton]
  • A. Michelle Pfeiffer as Claire Spencer
    Michelle Pfeiffer as Claire Spencer is the central protagonist of the supernatural thriller "What Lies Beneath," portraying a seemingly ordinary wife whose life unravels as she becomes haunted by mysterious and terrifying occurrences.
  • B. Jean Hagen as Lina Lamont
    Jean Hagen as Lina Lamont is the shrill-voiced, comically vain silent-film star whose transition to talkies provides much of the humor and conflict in the classic musical film "Singin' in the Rain."
  • C. Barbara Stanwyck as Ann Mitchell
    Barbara Stanwyck as Ann Mitchell is the sharp, ambitious newspaper columnist whose fabricated story about a fictional "John Doe" sets off the central social and political drama in the film "Meet John Doe."
  • D. Holland Taylor as Ruth Dunbar
    Holland Taylor as Ruth Dunbar refers to the actress’s scene-stealing role as the sophisticated, sharp-tongued boss on the early-1980s sitcom "Bosom Buddies."
  • E. Julia Roberts as Julianne Potter
    Julia Roberts as Julianne Potter is the charming yet conflicted lead character in the romantic comedy "My Best Friend's Wedding," known for scheming to win back her longtime friend before his wedding.
  • 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: Lauren Hutton as Michelle Stratton
Triple: [American Gigolo, stars, Lauren Hutton as Michelle Stratton]
Generated description
Lauren Hutton as Michelle Stratton is the elegant, married politician’s wife who becomes emotionally entangled with Richard Gere’s character in the 1980 neo-noir film *American Gigolo*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lauren Hutton as Michelle Stratton
Target entity description: Lauren Hutton as Michelle Stratton is the elegant, married politician’s wife who becomes emotionally entangled with Richard Gere’s character in the 1980 neo-noir film *American Gigolo*.
  • A. Michelle Pfeiffer as Claire Spencer
    Michelle Pfeiffer as Claire Spencer is the central protagonist of the supernatural thriller "What Lies Beneath," portraying a seemingly ordinary wife whose life unravels as she becomes haunted by mysterious and terrifying occurrences.
  • B. Jean Hagen as Lina Lamont
    Jean Hagen as Lina Lamont is the shrill-voiced, comically vain silent-film star whose transition to talkies provides much of the humor and conflict in the classic musical film "Singin' in the Rain."
  • C. Barbara Stanwyck as Ann Mitchell
    Barbara Stanwyck as Ann Mitchell is the sharp, ambitious newspaper columnist whose fabricated story about a fictional "John Doe" sets off the central social and political drama in the film "Meet John Doe."
  • D. Holland Taylor as Ruth Dunbar
    Holland Taylor as Ruth Dunbar refers to the actress’s scene-stealing role as the sophisticated, sharp-tongued boss on the early-1980s sitcom "Bosom Buddies."
  • E. Julia Roberts as Julianne Potter
    Julia Roberts as Julianne Potter is the charming yet conflicted lead character in the romantic comedy "My Best Friend's Wedding," known for scheming to win back her longtime friend before his wedding.
  • 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54fc80b308190932303231524d372 completed April 19, 2026, 9:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d8039f481909ffe9d62afbb2a23 completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a050df74ca08190a7554396e052b702 completed May 13, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a050ecc33e48190bc28430a6a771492 completed May 13, 2026, 11:52 p.m.
Created at: April 10, 2026, 11:46 a.m.