Triple

T9237666
Position Surface form Disambiguated ID Type / Status
Subject Mystic Pizza E221977 entity
Predicate musicBy P1952 FINISHED
Object David McHugh
David McHugh is an American composer best known for his film scores, including his work on the romantic comedy-drama "Mystic Pizza."
 E792379 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: David McHugh | Statement: [Mystic Pizza, musicBy, David McHugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David McHugh
Context triple: [Mystic Pizza, musicBy, David McHugh]
  • A. Ed McHugh
    Ed McHugh is a relative of American character actor Frank McHugh, who was known for his prolific work in early 20th-century film and theater.
  • B. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • C. David McKenna
    David McKenna is an American screenwriter best known for his work on gritty, socially charged films such as "American History X."
  • D. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • E. Frank McHugh
    Frank McHugh was an American character actor best known for his prolific work in 1930s and 1940s Hollywood films, often playing comic sidekicks and supporting roles.
  • 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: David McHugh
Triple: [Mystic Pizza, musicBy, David McHugh]
Generated description
David McHugh is an American composer best known for his film scores, including his work on the romantic comedy-drama "Mystic Pizza."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David McHugh
Target entity description: David McHugh is an American composer best known for his film scores, including his work on the romantic comedy-drama "Mystic Pizza."
  • A. Ed McHugh
    Ed McHugh is a relative of American character actor Frank McHugh, who was known for his prolific work in early 20th-century film and theater.
  • B. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • C. David McKenna
    David McKenna is an American screenwriter best known for his work on gritty, socially charged films such as "American History X."
  • D. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • E. Frank McHugh
    Frank McHugh was an American character actor best known for his prolific work in 1930s and 1940s Hollywood films, often playing comic sidekicks and supporting roles.
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09e553081909cf864635cfc5dcc completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0e351e7a08190b4abb8747a84871b completed April 4, 2026, 10:09 a.m.
NEDg Description generation batch_69d0e502b68081909a9f9476421ba9b5 completed April 4, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0e5af7360819096c6295de0ce5f32 completed April 4, 2026, 10:19 a.m.
Created at: March 30, 2026, 7:29 p.m.