Triple

T22857553
Position Surface form Disambiguated ID Type / Status
Subject Geoff Pierson E566823 entity
Predicate characterRole P268 FINISHED
Object Jack Malloy in Unhappily Ever After
Jack Malloy in *Unhappily Ever After* is the cynical, down-on-his-luck father and central antihero of the sitcom, known for his dysfunctional family life and conversations with a talking stuffed rabbit.
E1559501 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: Jack Malloy in Unhappily Ever After | Statement: [Geoff Pierson, characterRole, Jack Malloy in Unhappily Ever After]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Malloy in Unhappily Ever After
Context triple: [Geoff Pierson, characterRole, Jack Malloy in Unhappily Ever After]
  • A. Moose Malloy
    Moose Malloy is a hulking, simple-minded ex-convict and central antagonist in Raymond Chandler’s hardboiled crime novel "Farewell, My Lovely," notably brought to life on screen by actor Mike Mazurki.
  • B. Matt Malley
    Matt Malley is an American musician best known as the original bassist and a founding member of the rock band Counting Crows.
  • C. Matt Malloy
    Matt Malloy is an American character actor known for his work in film and television comedies and dramas, often portraying mild-mannered or officious supporting characters.
  • D. Spencer Maggart
    Spencer Maggart is a member of the Maggart family, known as a child of American actor and musician Brandon Maggart.
  • E. Quincy McCall
    Quincy McCall is a talented, ambitious basketball player whose evolving relationship with fellow athlete Monica Wright drives the romantic and competitive narrative of the film "Love & Basketball."
  • 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: Jack Malloy in Unhappily Ever After
Triple: [Geoff Pierson, characterRole, Jack Malloy in Unhappily Ever After]
Generated description
Jack Malloy in *Unhappily Ever After* is the cynical, down-on-his-luck father and central antihero of the sitcom, known for his dysfunctional family life and conversations with a talking stuffed rabbit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Malloy in Unhappily Ever After
Target entity description: Jack Malloy in *Unhappily Ever After* is the cynical, down-on-his-luck father and central antihero of the sitcom, known for his dysfunctional family life and conversations with a talking stuffed rabbit.
  • A. Moose Malloy
    Moose Malloy is a hulking, simple-minded ex-convict and central antagonist in Raymond Chandler’s hardboiled crime novel "Farewell, My Lovely," notably brought to life on screen by actor Mike Mazurki.
  • B. Matt Malley
    Matt Malley is an American musician best known as the original bassist and a founding member of the rock band Counting Crows.
  • C. Matt Malloy
    Matt Malloy is an American character actor known for his work in film and television comedies and dramas, often portraying mild-mannered or officious supporting characters.
  • D. Spencer Maggart
    Spencer Maggart is a member of the Maggart family, known as a child of American actor and musician Brandon Maggart.
  • E. Quincy McCall
    Quincy McCall is a talented, ambitious basketball player whose evolving relationship with fellow athlete Monica Wright drives the romantic and competitive narrative of the film "Love & Basketball."
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17ebe3f9c8190a864f4e84dc7795d completed April 29, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae89d2ec8190a521c10f1fce4bd0 completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0bb2debe588190a86fa25237b279f0 completed May 19, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb366cf6c8190bd52a1255a7ed537 completed May 19, 2026, 12:48 a.m.
Created at: April 17, 2026, 3:37 p.m.