Triple

T20681308
Position Surface form Disambiguated ID Type / Status
Subject Jeff Morrow E508298 entity
Predicate portrayed P1668 FINISHED
Object Dr. William Barton in The Creature Walks Among Us
Dr. William Barton in *The Creature Walks Among Us* is a driven and morally conflicted scientist whose experiments on the Gill-man propel the film’s central themes of humanity, transformation, and ethical boundaries.
 E1444102 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. William Barton in The Creature Walks Among Us | Statement: [Jeff Morrow, portrayed, Dr. William Barton in The Creature Walks Among Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. William Barton in The Creature Walks Among Us
Context triple: [Jeff Morrow, portrayed, Dr. William Barton in The Creature Walks Among Us]
  • A. Herbert G. West
    Herbert G. West was a regional figure associated with the development of the Lower Monumental Dam area, honored by having the dam’s reservoir named after him.
  • B. Dr. Scott
    Dr. Scott is a supporting character in the 2021 science fiction drama film "Swan Song," involved in the ethical and emotional dilemmas surrounding human cloning and end-of-life decisions.
  • C. Dr. Miles Bennell
    Dr. Miles Bennell is the small-town doctor and skeptical protagonist who uncovers and resists a covert alien takeover in the 1956 science fiction horror film "Invasion of the Body Snatchers."
  • D. Dr. Adolphus Bedlo
    Dr. Adolphus Bedlo is a bumbling, cowardly sorcerer portrayed by Peter Lorre in the 1963 horror-comedy film "The Raven."
  • E. Dr. Walter Simeon
    Dr. Walter Simeon is a Victorian-era scientist and industrialist who serves as the primary human vessel and antagonist manipulated by the disembodied entity known as the Great Intelligence in Doctor Who.
  • 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. William Barton in The Creature Walks Among Us
Triple: [Jeff Morrow, portrayed, Dr. William Barton in The Creature Walks Among Us]
Generated description
Dr. William Barton in *The Creature Walks Among Us* is a driven and morally conflicted scientist whose experiments on the Gill-man propel the film’s central themes of humanity, transformation, and ethical boundaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. William Barton in The Creature Walks Among Us
Target entity description: Dr. William Barton in *The Creature Walks Among Us* is a driven and morally conflicted scientist whose experiments on the Gill-man propel the film’s central themes of humanity, transformation, and ethical boundaries.
  • A. Herbert G. West
    Herbert G. West was a regional figure associated with the development of the Lower Monumental Dam area, honored by having the dam’s reservoir named after him.
  • B. Dr. Scott
    Dr. Scott is a supporting character in the 2021 science fiction drama film "Swan Song," involved in the ethical and emotional dilemmas surrounding human cloning and end-of-life decisions.
  • C. Dr. Miles Bennell
    Dr. Miles Bennell is the small-town doctor and skeptical protagonist who uncovers and resists a covert alien takeover in the 1956 science fiction horror film "Invasion of the Body Snatchers."
  • D. Dr. Adolphus Bedlo
    Dr. Adolphus Bedlo is a bumbling, cowardly sorcerer portrayed by Peter Lorre in the 1963 horror-comedy film "The Raven."
  • E. Dr. Walter Simeon
    Dr. Walter Simeon is a Victorian-era scientist and industrialist who serves as the primary human vessel and antagonist manipulated by the disembodied entity known as the Great Intelligence in Doctor Who.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6bea842dc81908106a0c29d1577aa completed April 21, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd6cb9f88190a3bdd3d353b78eb0 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d176c3408190ab1d630fd8da2fc2 completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d206e6a081909f76b190c8dbc55d completed May 16, 2026, 8:22 p.m.
Created at: April 16, 2026, 11:45 a.m.