Triple
T15699682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lara Flynn Boyle |
E380561
|
entity |
| Predicate | televisionRole |
P1668
|
FINISHED |
| Object |
Donna Hayward in Twin Peaks
Donna Hayward in Twin Peaks is a central character in David Lynch and Mark Frost's mystery drama series, portrayed as Laura Palmer’s loyal best friend who becomes deeply involved in uncovering the secrets surrounding her murder.
|
E1171940
|
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: Donna Hayward in Twin Peaks | Statement: [Lara Flynn Boyle, televisionRole, Donna Hayward in Twin Peaks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donna Hayward in Twin Peaks Context triple: [Lara Flynn Boyle, televisionRole, Donna Hayward in Twin Peaks]
-
A.
Catherine Martell in Twin Peaks
Catherine Martell in Twin Peaks is a scheming, manipulative lumber mill owner whose ruthless ambition and complex relationships make her one of the central antagonists in the series.
-
B.
Sheryl Lee as Laura Palmer
Sheryl Lee as Laura Palmer refers to the actress’s iconic dual role as the murdered homecoming queen and her lookalike cousin in David Lynch’s cult television series Twin Peaks.
-
C.
Beverly Mantle in Dead Ringers
Beverly Mantle in *Dead Ringers* is one of the twin gynecologist brothers at the center of David Cronenberg’s psychological horror film, known for his introverted, dependent nature contrasted with his brother’s dominance.
-
D.
Louise Sawyer in Thelma & Louise
Louise Sawyer in *Thelma & Louise* is a tough, sharp-witted Arkansas waitress whose impulsive road trip with her best friend turns into a transformative, defiant journey against male violence and societal constraints.
-
E.
Paula Prentiss
Paula Prentiss is an American actress known for her tall, comedic presence in 1960s films and television, including roles in movies like "Where the Boys Are" and "The Stepford Wives."
- 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: Donna Hayward in Twin Peaks Triple: [Lara Flynn Boyle, televisionRole, Donna Hayward in Twin Peaks]
Generated description
Donna Hayward in Twin Peaks is a central character in David Lynch and Mark Frost's mystery drama series, portrayed as Laura Palmer’s loyal best friend who becomes deeply involved in uncovering the secrets surrounding her murder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donna Hayward in Twin Peaks Target entity description: Donna Hayward in Twin Peaks is a central character in David Lynch and Mark Frost's mystery drama series, portrayed as Laura Palmer’s loyal best friend who becomes deeply involved in uncovering the secrets surrounding her murder.
-
A.
Catherine Martell in Twin Peaks
Catherine Martell in Twin Peaks is a scheming, manipulative lumber mill owner whose ruthless ambition and complex relationships make her one of the central antagonists in the series.
-
B.
Sheryl Lee as Laura Palmer
Sheryl Lee as Laura Palmer refers to the actress’s iconic dual role as the murdered homecoming queen and her lookalike cousin in David Lynch’s cult television series Twin Peaks.
-
C.
Beverly Mantle in Dead Ringers
Beverly Mantle in *Dead Ringers* is one of the twin gynecologist brothers at the center of David Cronenberg’s psychological horror film, known for his introverted, dependent nature contrasted with his brother’s dominance.
-
D.
Louise Sawyer in Thelma & Louise
Louise Sawyer in *Thelma & Louise* is a tough, sharp-witted Arkansas waitress whose impulsive road trip with her best friend turns into a transformative, defiant journey against male violence and societal constraints.
-
E.
Paula Prentiss
Paula Prentiss is an American actress known for her tall, comedic presence in 1960s films and television, including roles in movies like "Where the Boys Are" and "The Stepford Wives."
- 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f6d71308190971c10c599da9645 |
completed | April 16, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff75756ecc8190bd2123ddfd080fd1 |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff763d40348190bf102da746420390 |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76ec45948190bee47609c0d2fd10 |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:45 a.m.