Triple
T15294462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twin Peaks |
E365616
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
James Marshall as James Hurley
James Marshall as James Hurley refers to the actor James Marshall’s portrayal of the brooding, motorcycle-riding teenager James Hurley in the cult television series "Twin Peaks."
|
E1149019
|
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: James Marshall as James Hurley | Statement: [Twin Peaks, portraysCharacter, James Marshall as James Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Marshall as James Hurley Context triple: [Twin Peaks, portraysCharacter, James Marshall as James Hurley]
-
A.
Fred Ward as John Anglin
Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
-
B.
Jack Mullaney
Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
-
C.
Bill Paxton as Dale "Hurricane" Dixon
Bill Paxton as Dale "Hurricane" Dixon is a small-town Arkansas police chief whose mix of eager ambition, moral conflict, and vulnerability makes him the emotional center of the crime thriller One False Move.
-
D.
Bill Longley in The Texan
Bill Longley in *The Texan* is the fictional gunfighter protagonist of the late-1950s Western television series portrayed by actor Rory Calhoun.
-
E.
John Hannah as Jonathan Carnahan
John Hannah as Jonathan Carnahan refers to the British actor’s comedic role as the bumbling yet charming brother of the heroine in The Mummy film series, including The Mummy: Tomb of the Dragon Emperor.
- 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: James Marshall as James Hurley Triple: [Twin Peaks, portraysCharacter, James Marshall as James Hurley]
Generated description
James Marshall as James Hurley refers to the actor James Marshall’s portrayal of the brooding, motorcycle-riding teenager James Hurley in the cult television series "Twin Peaks."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Marshall as James Hurley Target entity description: James Marshall as James Hurley refers to the actor James Marshall’s portrayal of the brooding, motorcycle-riding teenager James Hurley in the cult television series "Twin Peaks."
-
A.
Fred Ward as John Anglin
Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
-
B.
Jack Mullaney
Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
-
C.
Bill Paxton as Dale "Hurricane" Dixon
Bill Paxton as Dale "Hurricane" Dixon is a small-town Arkansas police chief whose mix of eager ambition, moral conflict, and vulnerability makes him the emotional center of the crime thriller One False Move.
-
D.
Bill Longley in The Texan
Bill Longley in *The Texan* is the fictional gunfighter protagonist of the late-1950s Western television series portrayed by actor Rory Calhoun.
-
E.
John Hannah as Jonathan Carnahan
John Hannah as Jonathan Carnahan refers to the British actor’s comedic role as the bumbling yet charming brother of the heroine in The Mummy film series, including The Mummy: Tomb of the Dragon Emperor.
- 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03682ea488190ac82fdbd0e855d34 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef81058c8190aec7c7ad9a68f569 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef36488e081909be34cf781af91ea |
completed | May 9, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef435b1208190bd839297a2f8d3f4 |
completed | May 9, 2026, 8:45 a.m. |
Created at: April 10, 2026, 3:15 a.m.