Triple

T8845673
Position Surface form Disambiguated ID Type / Status
Subject Edward Burns E210497 entity
Predicate notableWork P4 FINISHED
Object Nice Guy Johnny
Nice Guy Johnny is an independent romantic comedy film written and directed by Edward Burns that follows a young sportscaster forced to choose between his safe life and his true ambitions.
E760862 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: Nice Guy Johnny | Statement: [Edward Burns, notableWork, Nice Guy Johnny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nice Guy Johnny
Context triple: [Edward Burns, notableWork, Nice Guy Johnny]
  • A. Nice Guy Eddie
    Nice Guy Eddie is a volatile, tracksuit-wearing crime boss’s son and organizer of the botched heist in Quentin Tarantino’s film "Reservoir Dogs."
  • B. Handsome Johnny
    "Handsome Johnny" is a 1960s anti-war protest song co-written and performed by folk singer Richie Havens, known for its powerful critique of militarism and social injustice.
  • C. Johnny Boy
    "Johnny Boy" is a song featured on the album "Wild Frontier," known for its energetic rock style and emotive themes.
  • D. Johnny Boy
    Johnny Boy is a reckless, self-destructive young hoodlum in Martin Scorsese’s film "Mean Streets," emblematic of the chaotic, doomed underworld life the movie portrays.
  • E. A Guy Named Joe
    A Guy Named Joe is a 1943 World War II romantic fantasy film about a deceased pilot who returns as a guardian spirit to mentor a younger aviator while struggling with his lingering love for his former girlfriend.
  • 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: Nice Guy Johnny
Triple: [Edward Burns, notableWork, Nice Guy Johnny]
Generated description
Nice Guy Johnny is an independent romantic comedy film written and directed by Edward Burns that follows a young sportscaster forced to choose between his safe life and his true ambitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nice Guy Johnny
Target entity description: Nice Guy Johnny is an independent romantic comedy film written and directed by Edward Burns that follows a young sportscaster forced to choose between his safe life and his true ambitions.
  • A. Nice Guy Eddie
    Nice Guy Eddie is a volatile, tracksuit-wearing crime boss’s son and organizer of the botched heist in Quentin Tarantino’s film "Reservoir Dogs."
  • B. Handsome Johnny
    "Handsome Johnny" is a 1960s anti-war protest song co-written and performed by folk singer Richie Havens, known for its powerful critique of militarism and social injustice.
  • C. Johnny Boy
    "Johnny Boy" is a song featured on the album "Wild Frontier," known for its energetic rock style and emotive themes.
  • D. Johnny Boy
    Johnny Boy is a reckless, self-destructive young hoodlum in Martin Scorsese’s film "Mean Streets," emblematic of the chaotic, doomed underworld life the movie portrays.
  • E. A Guy Named Joe
    A Guy Named Joe is a 1943 World War II romantic fantasy film about a deceased pilot who returns as a guardian spirit to mentor a younger aviator while struggling with his lingering love for his former girlfriend.
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60a6623c8190ba43545544f58633 completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89b5acbc8190b0f5a81af71fc7aa completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8b4c15ac8190816f679de979b6b5 completed April 3, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bfdf55081909b71ef3e92c4928f completed April 3, 2026, 9:44 a.m.
Created at: March 30, 2026, 6:48 p.m.