Triple
T11859417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stepmom |
E282120
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Karen Leigh Hopkins
Karen Leigh Hopkins is an American screenwriter and filmmaker best known for writing the family drama film "Stepmom."
|
E956540
|
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: Karen Leigh Hopkins | Statement: [Stepmom, screenwriter, Karen Leigh Hopkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karen Leigh Hopkins Context triple: [Stepmom, screenwriter, Karen Leigh Hopkins]
-
A.
Ann Hopkins
Ann Hopkins was a management consultant whose landmark U.S. Supreme Court case, Price Waterhouse v. Hopkins, became a pivotal precedent in employment discrimination law, particularly regarding gender stereotyping.
-
B.
Deborah Hopper
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
-
C.
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.
-
D.
Abigail Hopkins
Abigail Hopkins is a British singer-songwriter and actress, known both for her own creative work and as the daughter of acclaimed actor Sir Anthony Hopkins.
-
E.
Anne Hopkins
Anne Hopkins is a film and television producer best known for her work on the fantasy miniseries adaptation of "The Mists of Avalon."
- 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: Karen Leigh Hopkins Triple: [Stepmom, screenwriter, Karen Leigh Hopkins]
Generated description
Karen Leigh Hopkins is an American screenwriter and filmmaker best known for writing the family drama film "Stepmom."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karen Leigh Hopkins Target entity description: Karen Leigh Hopkins is an American screenwriter and filmmaker best known for writing the family drama film "Stepmom."
-
A.
Ann Hopkins
Ann Hopkins was a management consultant whose landmark U.S. Supreme Court case, Price Waterhouse v. Hopkins, became a pivotal precedent in employment discrimination law, particularly regarding gender stereotyping.
-
B.
Deborah Hopper
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
-
C.
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.
-
D.
Abigail Hopkins
Abigail Hopkins is a British singer-songwriter and actress, known both for her own creative work and as the daughter of acclaimed actor Sir Anthony Hopkins.
-
E.
Anne Hopkins
Anne Hopkins is a film and television producer best known for her work on the fantasy miniseries adaptation of "The Mists of Avalon."
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69a099c8190a674db64c50eca5a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4583d9900819090be07726ed00b93 |
completed | May 1, 2026, 7:37 a.m. |
| NEDg | Description generation | batch_69f45f86349c81909a806fd7be4008e9 |
completed | May 1, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f4647ee1748190975bce3bbf51a3bc |
completed | May 1, 2026, 8:29 a.m. |
Created at: April 8, 2026, 9:43 p.m.