Triple

T12090375
Position Surface form Disambiguated ID Type / Status
Subject Before I Go to Sleep E287924 entity
Predicate producer P490 FINISHED
Object Matthew Plouffe
Matthew Plouffe is a film producer known for his work on feature films such as the psychological thriller "Before I Go to Sleep."
E962525 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: Matthew Plouffe | Statement: [Before I Go to Sleep, producer, Matthew Plouffe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Plouffe
Context triple: [Before I Go to Sleep, producer, Matthew Plouffe]
  • A. Robert Demers
    Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
  • B. Michael Reid
    Michael Reid is a personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • C. Mark Gastineau
    Mark Gastineau is a former American football defensive end best known as a star pass rusher for the New York Jets in the 1980s and a key member of the famed "New York Sack Exchange" defensive line.
  • D. Roger Perron
    Roger Perron is a real-life patriarch of the Perron family whose haunting experiences in the 1970s inspired the events depicted in the horror film "The Conjuring."
  • E. Robert Fortier
    Robert Fortier was an American actor known for his character roles in film and television during the mid-20th century.
  • 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: Matthew Plouffe
Triple: [Before I Go to Sleep, producer, Matthew Plouffe]
Generated description
Matthew Plouffe is a film producer known for his work on feature films such as the psychological thriller "Before I Go to Sleep."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Plouffe
Target entity description: Matthew Plouffe is a film producer known for his work on feature films such as the psychological thriller "Before I Go to Sleep."
  • A. Robert Demers
    Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
  • B. Michael Reid
    Michael Reid is a personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
  • C. Mark Gastineau
    Mark Gastineau is a former American football defensive end best known as a star pass rusher for the New York Jets in the 1980s and a key member of the famed "New York Sack Exchange" defensive line.
  • D. Roger Perron
    Roger Perron is a real-life patriarch of the Perron family whose haunting experiences in the 1970s inspired the events depicted in the horror film "The Conjuring."
  • E. Robert Fortier
    Robert Fortier was an American actor known for his character roles in film and television during the mid-20th century.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915161f848190a6355c1e372eadaa completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66b2eb48190bae469d1dd82b119 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fd79da748190b3f0dd7d7a46314d completed May 2, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeeeb2081908191b1c2d1c2fbfd completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:48 p.m.