Triple

T12318650
Position Surface form Disambiguated ID Type / Status
Subject Saw IV E293670 entity
Predicate writer P1360 FINISHED
Object Marcus Dunstan
Marcus Dunstan is an American screenwriter and director best known for co-writing several films in the Saw horror franchise and creating the Collector series.
E973307 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: Marcus Dunstan | Statement: [Saw IV, writer, Marcus Dunstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Dunstan
Context triple: [Saw IV, writer, Marcus Dunstan]
  • A. Dunstan Cass
    Dunstan Cass is a selfish, manipulative, and morally corrupt young man who serves as one of the primary antagonists in George Eliot’s novel "Silas Marner."
  • B. Edmund Breon
    Edmund Breon was a Scottish character actor of the early 20th century, known for his supporting roles in British and American films, particularly during the silent and early sound eras.
  • C. Hugh Beringar
    Hugh Beringar is a shrewd, loyal deputy sheriff and close ally of Brother Cadfael in Ellis Peters’ medieval mystery series "The Cadfael Chronicles."
  • D. Lord Dorwin
    Lord Dorwin is a minor aristocratic politician and supposed expert on antiquities in Isaac Asimov’s Foundation universe, known for his affected mannerisms and superficial scholarship.
  • E. Reginald de St. Leon
    Reginald de St. Leon is the central character of William Godwin’s 1799 novel "St. Leon," a nobleman whose life is transformed and ultimately burdened by the secret of immortality and limitless wealth.
  • 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: Marcus Dunstan
Triple: [Saw IV, writer, Marcus Dunstan]
Generated description
Marcus Dunstan is an American screenwriter and director best known for co-writing several films in the Saw horror franchise and creating the Collector series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Dunstan
Target entity description: Marcus Dunstan is an American screenwriter and director best known for co-writing several films in the Saw horror franchise and creating the Collector series.
  • A. Dunstan Cass
    Dunstan Cass is a selfish, manipulative, and morally corrupt young man who serves as one of the primary antagonists in George Eliot’s novel "Silas Marner."
  • B. Edmund Breon
    Edmund Breon was a Scottish character actor of the early 20th century, known for his supporting roles in British and American films, particularly during the silent and early sound eras.
  • C. Hugh Beringar
    Hugh Beringar is a shrewd, loyal deputy sheriff and close ally of Brother Cadfael in Ellis Peters’ medieval mystery series "The Cadfael Chronicles."
  • D. Lord Dorwin
    Lord Dorwin is a minor aristocratic politician and supposed expert on antiquities in Isaac Asimov’s Foundation universe, known for his affected mannerisms and superficial scholarship.
  • E. Reginald de St. Leon
    Reginald de St. Leon is the central character of William Godwin’s 1799 novel "St. Leon," a nobleman whose life is transformed and ultimately burdened by the secret of immortality and limitless wealth.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4ab1b88190979a8403a430a17c completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e88a1348190a04c21b24e1ba2b5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.