Triple

T9967051
Position Surface form Disambiguated ID Type / Status
Subject John Turturro E195708 entity
Predicate notableWork P4 FINISHED
Object Fading Gigolo
Fading Gigolo is a 2013 comedy film written, directed by, and starring John Turturro, in which he plays a middle-aged man who becomes an unlikely male escort under the management of his friend, portrayed by Woody Allen.
E832129 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: Fading Gigolo | Statement: [John Turturro, notableWork, Fading Gigolo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fading Gigolo
Context triple: [John Turturro, notableWork, Fading Gigolo]
  • A. The Man That Got Away
    "The Man That Got Away" is a torch song from the 1954 film *A Star Is Born*, widely regarded as one of Judy Garland’s most iconic and emotionally powerful performances.
  • B. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • C. The Gay Desperado
    The Gay Desperado is a 1936 musical comedy film that playfully satirizes both Mexican bandit movies and American gangster films, directed by Rouben Mamoulian and starring Nino Martini and Ida Lupino.
  • D. A Long Fatal Love Chase
    A Long Fatal Love Chase is a gothic romantic thriller novel by Louisa May Alcott, written in the 1860s but published posthumously in 1995, that follows a young woman ensnared in a dangerous, obsessive love.
  • E. Last Caress
    "Last Caress" is a notorious punk rock song by the Misfits, known for its catchy melody and deliberately shocking, controversial lyrics.
  • 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: Fading Gigolo
Triple: [John Turturro, notableWork, Fading Gigolo]
Generated description
Fading Gigolo is a 2013 comedy film written, directed by, and starring John Turturro, in which he plays a middle-aged man who becomes an unlikely male escort under the management of his friend, portrayed by Woody Allen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fading Gigolo
Target entity description: Fading Gigolo is a 2013 comedy film written, directed by, and starring John Turturro, in which he plays a middle-aged man who becomes an unlikely male escort under the management of his friend, portrayed by Woody Allen.
  • A. The Man That Got Away
    "The Man That Got Away" is a torch song from the 1954 film *A Star Is Born*, widely regarded as one of Judy Garland’s most iconic and emotionally powerful performances.
  • B. Gigolo
    "Gigolo" is a poem by Sylvia Plath, included in her collection *Winter Trees*, that explores themes of sexuality, performance, and emotional detachment.
  • C. The Gay Desperado
    The Gay Desperado is a 1936 musical comedy film that playfully satirizes both Mexican bandit movies and American gangster films, directed by Rouben Mamoulian and starring Nino Martini and Ida Lupino.
  • D. A Long Fatal Love Chase
    A Long Fatal Love Chase is a gothic romantic thriller novel by Louisa May Alcott, written in the 1860s but published posthumously in 1995, that follows a young woman ensnared in a dangerous, obsessive love.
  • E. Last Caress
    "Last Caress" is a notorious punk rock song by the Misfits, known for its catchy melody and deliberately shocking, controversial lyrics.
  • 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_69ca82ebd1288190912f9e4482d1fa35 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb71dc50081909329722dc087c9f6 completed April 2, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23dad53ac819097c4b687d49bd790 completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23eb2971c8190bcdbc31b4ef19816 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d240d7b7e881909183d7c33bd8cb5b completed April 5, 2026, 11 a.m.
Created at: March 30, 2026, 8:47 p.m.