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.