Triple

T4666956
Position Surface form Disambiguated ID Type / Status
Subject Changeling E102867 entity
Predicate costumeDesignBy P184 FINISHED
Object Deborah Hopper
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
E481373 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: Deborah Hopper | Statement: [Changeling, costumeDesignBy, Deborah Hopper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah Hopper
Context triple: [Changeling, costumeDesignBy, Deborah Hopper]
  • A. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • B. Heather Hopper
    Heather Hopper is an American former child actress best known for her role on the late-1980s Disney Channel series "Good Morning, Miss Bliss," the precursor to "Saved by the Bell."
  • C. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • D. Deborah Hopkins
    Deborah Hopkins was a member of the Hopkins family associated with early colonial New England, likely known primarily through her relationship to Mayflower passenger Stephen Hopkins.
  • E. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • 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: Deborah Hopper
Triple: [Changeling, costumeDesignBy, Deborah Hopper]
Generated description
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah Hopper
Target entity description: Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
  • A. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • B. Heather Hopper
    Heather Hopper is an American former child actress best known for her role on the late-1980s Disney Channel series "Good Morning, Miss Bliss," the precursor to "Saved by the Bell."
  • C. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • D. Deborah Hopkins
    Deborah Hopkins was a member of the Hopkins family associated with early colonial New England, likely known primarily through her relationship to Mayflower passenger Stephen Hopkins.
  • E. Maureen Swanson
    Maureen Swanson was a British actress active in the 1950s, known for her roles in comedy and drama films before later becoming the Countess of Dudley.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633d87788190a3c8946ed6995062 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be7781d90881908cbf48ec60de3cfc completed March 21, 2026, 10:48 a.m.
NEDg Description generation batch_69be793ee6c88190b0c9e8fb212a9067 completed March 21, 2026, 10:55 a.m.
NED2 Entity disambiguation (via description) batch_69be79e948408190a80b0317843a82fa completed March 21, 2026, 10:58 a.m.
Created at: March 20, 2026, 1:15 p.m.