Triple

T3283001
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Demme E68915 entity
Predicate notableWork P4 FINISHED
Object Melvin and Howard
Melvin and Howard is a 1980 American comedy-drama film, directed by Jonathan Demme, that fictionalizes the story of a gas-station attendant who allegedly befriends billionaire Howard Hughes and later claims to inherit part of his fortune.
E345207 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: Melvin and Howard | Statement: [Jonathan Demme, notableWork, Melvin and Howard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melvin and Howard
Context triple: [Jonathan Demme, notableWork, Melvin and Howard]
  • A. Stir Crazy
    Stir Crazy is a 1980 American comedy film directed by Sidney Poitier, best known for starring Richard Pryor and Gene Wilder as two friends wrongly imprisoned after being framed for a bank robbery.
  • B. The Jerk
    The Jerk is a 1979 American comedy film starring Steve Martin as a naive, eccentric man whose rags-to-riches-to-rags journey showcases his signature absurdist humor.
  • C. A Fish Called Wanda
    A Fish Called Wanda is a 1988 British-American heist comedy film known for its farcical plot, ensemble cast including John Cleese and Jamie Lee Curtis, and its blend of slapstick and witty dialogue.
  • D. Elwood Blues
    Elwood Blues is a fictional harmonica-playing musician and one half of the comedic rhythm and blues duo The Blues Brothers, famously portrayed by Dan Aykroyd.
  • E. What About Bob?
    What About Bob? is a 1991 comedy film about a neurotic patient who hilariously disrupts his uptight psychiatrist’s family vacation, starring Bill Murray and Richard Dreyfuss.
  • 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: Melvin and Howard
Triple: [Jonathan Demme, notableWork, Melvin and Howard]
Generated description
Melvin and Howard is a 1980 American comedy-drama film, directed by Jonathan Demme, that fictionalizes the story of a gas-station attendant who allegedly befriends billionaire Howard Hughes and later claims to inherit part of his fortune.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melvin and Howard
Target entity description: Melvin and Howard is a 1980 American comedy-drama film, directed by Jonathan Demme, that fictionalizes the story of a gas-station attendant who allegedly befriends billionaire Howard Hughes and later claims to inherit part of his fortune.
  • A. Stir Crazy
    Stir Crazy is a 1980 American comedy film directed by Sidney Poitier, best known for starring Richard Pryor and Gene Wilder as two friends wrongly imprisoned after being framed for a bank robbery.
  • B. The Jerk
    The Jerk is a 1979 American comedy film starring Steve Martin as a naive, eccentric man whose rags-to-riches-to-rags journey showcases his signature absurdist humor.
  • C. A Fish Called Wanda
    A Fish Called Wanda is a 1988 British-American heist comedy film known for its farcical plot, ensemble cast including John Cleese and Jamie Lee Curtis, and its blend of slapstick and witty dialogue.
  • D. Elwood Blues
    Elwood Blues is a fictional harmonica-playing musician and one half of the comedic rhythm and blues duo The Blues Brothers, famously portrayed by Dan Aykroyd.
  • E. What About Bob?
    What About Bob? is a 1991 comedy film about a neurotic patient who hilariously disrupts his uptight psychiatrist’s family vacation, starring Bill Murray and Richard Dreyfuss.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb03621608190a2b7a6b38d6559da completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85528c88190b1e98c680baf3fa8 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2ec48bf888190a5eeac0aa2cc50c3 completed March 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2ecd134e88190933e52d7f1f5be2a completed March 12, 2026, 4:41 p.m.
Created at: March 8, 2026, 3:10 p.m.