Triple

T21836078
Position Surface form Disambiguated ID Type / Status
Subject Lions for Lambs E539122 entity
Predicate featuresCharacter P626 FINISHED
Object Professor Stephen Malley — NE NERFINISHED

How this triple was built (3 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: Professor Stephen Malley | Statement: [Lions for Lambs, featuresCharacter, Professor Stephen Malley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Professor Stephen Malley
Context triple: [Lions for Lambs, featuresCharacter, Professor Stephen Malley]
  • A. Dr. Steven Kiley
    Dr. Steven Kiley is a young, idealistic physician who serves as Marcus Welby’s modern-minded medical partner in the television series "Marcus Welby, M.D."
  • B. Dr. Robert Kerans
    Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
  • C. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • D. Dr. Steven J. Capabianco
    Dr. Steven J. Capabianco is best known as the husband of American film and television actress Gloria Talbott.
  • E. Dr. Aaron Shutt
    Dr. Aaron Shutt is a brilliant but emotionally complex neurosurgeon who serves as one of the central protagonists on the medical drama series "Chicago Hope."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Professor Stephen Malley
Target entity description: Professor Stephen Malley is a fictional idealistic political science professor portrayed by Robert Redford in the 2007 political drama film "Lions for Lambs."
  • A. Dr. Steven Kiley
    Dr. Steven Kiley is a young, idealistic physician who serves as Marcus Welby’s modern-minded medical partner in the television series "Marcus Welby, M.D."
  • B. Dr. Robert Kerans
    Dr. Robert Kerans is the introspective biologist protagonist of J. G. Ballard’s dystopian novel "The Drowned World," who navigates a flooded, post-apocalyptic Earth while grappling with psychological and environmental regression.
  • C. Dr. Robert Hoffstetler
    Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
  • D. Dr. Steven J. Capabianco
    Dr. Steven J. Capabianco is best known as the husband of American film and television actress Gloria Talbott.
  • E. Dr. Aaron Shutt
    Dr. Aaron Shutt is a brilliant but emotionally complex neurosurgeon who serves as one of the central protagonists on the medical drama series "Chicago Hope."
  • F. None of above. chosen

Provenance (2 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7a7c368819094e0c4548be30798 completed April 28, 2026, 12:27 p.m.
Created at: April 16, 2026, 6:55 p.m.