Triple

T5406278
Position Surface form Disambiguated ID Type / Status
Subject Iain Glen E120899 entity
Predicate portrayed P1668 FINISHED
Object Dr. Alexander Isaacs
Dr. Alexander Isaacs is a primary antagonist in the Resident Evil film series, depicted as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and humanity’s evolution.
E516967 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: Dr. Alexander Isaacs | Statement: [Iain Glen, portrayed, Dr. Alexander Isaacs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Alexander Isaacs
Context triple: [Iain Glen, portrayed, Dr. Alexander Isaacs]
  • A. Dr. William Weir
    Dr. William Weir is a central character in the science fiction horror film "Event Horizon," portrayed as the troubled designer of the ill-fated experimental starship whose return from a mysterious journey triggers the movie’s terrifying events.
  • B. Dr. Edgar Highley
    Dr. Edgar Highley is a fictional character in Mary Higgins Clark’s suspense novel "The Cradle Will Fall," involved in the book’s central medical and legal intrigue.
  • C. Bartlett Cormack
    Bartlett Cormack was an American playwright and screenwriter best known for his work on early 20th-century stage plays and Hollywood films.
  • D. Dr. James Harvey
    Dr. James Harvey is a widowed paranormal therapist and the caring, if somewhat bumbling, father of Kat Harvey in the 1995 family fantasy film "Casper."
  • E. William Fryer Harvey
    William Fryer Harvey was an English writer best known for his influential horror and supernatural short stories.
  • 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: Dr. Alexander Isaacs
Triple: [Iain Glen, portrayed, Dr. Alexander Isaacs]
Generated description
Dr. Alexander Isaacs is a primary antagonist in the Resident Evil film series, depicted as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and humanity’s evolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Alexander Isaacs
Target entity description: Dr. Alexander Isaacs is a primary antagonist in the Resident Evil film series, depicted as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and humanity’s evolution.
  • A. Dr. William Weir
    Dr. William Weir is a central character in the science fiction horror film "Event Horizon," portrayed as the troubled designer of the ill-fated experimental starship whose return from a mysterious journey triggers the movie’s terrifying events.
  • B. Dr. Edgar Highley
    Dr. Edgar Highley is a fictional character in Mary Higgins Clark’s suspense novel "The Cradle Will Fall," involved in the book’s central medical and legal intrigue.
  • C. Bartlett Cormack
    Bartlett Cormack was an American playwright and screenwriter best known for his work on early 20th-century stage plays and Hollywood films.
  • D. Dr. James Harvey
    Dr. James Harvey is a widowed paranormal therapist and the caring, if somewhat bumbling, father of Kat Harvey in the 1995 family fantasy film "Casper."
  • E. William Fryer Harvey
    William Fryer Harvey was an English writer best known for his influential horror and supernatural short stories.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87924c588190beb4a1be27f8d11b completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3394af9c81909f9a3bb06d48595d completed March 22, 2026, 12:11 a.m.
NEDg Description generation batch_69bf3438c218819098abd4b41f186b67 completed March 22, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69bf34d20d54819086349a656923f6e9 completed March 22, 2026, 12:16 a.m.
Created at: March 20, 2026, 2:05 p.m.