Triple

T3065856
Position Surface form Disambiguated ID Type / Status
Subject Macbeth (2015 film) E62102 entity
Predicate screenwriter P2831 FINISHED
Object Todd Louiso
Todd Louiso is an American actor and filmmaker best known for his supporting role in "High Fidelity" and for directing and co-writing the indie film "Love Liza."
E323612 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: Todd Louiso | Statement: [Macbeth (2015 film), screenwriter, Todd Louiso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todd Louiso
Context triple: [Macbeth (2015 film), screenwriter, Todd Louiso]
  • A. Mike Luckovich
    Mike Luckovich is an American editorial cartoonist renowned for his sharp political commentary and award-winning work in major newspapers.
  • B. John Melvin
    John Melvin was a Concord, Massachusetts native whose memory is honored by the Melvin Memorial, likely for his service and sacrifice, possibly in a military conflict.
  • C. Robert Cohl
    Robert Cohl is the son of Canadian film producer and Toronto International Film Festival co-founder Dusty Cohl.
  • D. Joe Lo Truglio
    Joe Lo Truglio is an American actor and comedian best known for his role as the earnest, quirky detective Charles Boyle on the television sitcom "Brooklyn Nine-Nine."
  • E. Bill Durnan
    Bill Durnan was a Hall of Fame Canadian goaltender for the Montreal Canadiens in the 1940s, renowned for his ambidextrous catching ability and dominance in the early NHL.
  • 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: Todd Louiso
Triple: [Macbeth (2015 film), screenwriter, Todd Louiso]
Generated description
Todd Louiso is an American actor and filmmaker best known for his supporting role in "High Fidelity" and for directing and co-writing the indie film "Love Liza."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todd Louiso
Target entity description: Todd Louiso is an American actor and filmmaker best known for his supporting role in "High Fidelity" and for directing and co-writing the indie film "Love Liza."
  • A. Jeremy Sisto
    Jeremy Sisto is an American actor known for his roles in film and television, including prominent parts in projects like the teen comedy "Clueless" and the crime drama series "Law & Order."
  • B. Mike Luckovich
    Mike Luckovich is an American editorial cartoonist renowned for his sharp political commentary and award-winning work in major newspapers.
  • C. John Melvin
    John Melvin was a Concord, Massachusetts native whose memory is honored by the Melvin Memorial, likely for his service and sacrifice, possibly in a military conflict.
  • D. Robert Cohl
    Robert Cohl is the son of Canadian film producer and Toronto International Film Festival co-founder Dusty Cohl.
  • E. Joe Lo Truglio
    Joe Lo Truglio is an American actor and comedian best known for his role as the earnest, quirky detective Charles Boyle on the television sitcom "Brooklyn Nine-Nine."
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fc01dc81908fbdf7c1ef73afe4 completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef1402108190a2d24e7eb523f658 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f2f3d120819090d28e0353d3d8da completed March 11, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_69b1f365a4988190ae3ea6370a27ee72 completed March 11, 2026, 10:57 p.m.
Created at: March 8, 2026, 3:02 p.m.