Triple
T16911818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norma Jennings |
E410214
|
entity |
| Predicate | associatedWithCharacter |
P1481
|
FINISHED |
| Object |
Big Ed Hurley
Big Ed Hurley is a stoic, good-hearted gas station owner and member of the Bookhouse Boys in the television series "Twin Peaks," known for his complicated romantic history with Norma Jennings.
|
E1239800
|
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: Big Ed Hurley | Statement: [Norma Jennings, associatedWithCharacter, Big Ed Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Ed Hurley Context triple: [Norma Jennings, associatedWithCharacter, Big Ed Hurley]
-
A.
Robert Hedrock
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
-
B.
Jim Hurley
Jim Hurley is a notable individual recognized for achievements significant enough to be associated with the surname Hurley.
-
C.
George Denbrough
George Denbrough is a young boy from Stephen King's horror novel "It," whose tragic death at the hands of Pennywise the Clown drives much of the story's emotional and narrative conflict.
-
D.
Curt Hawkins
Curt Hawkins is an American professional wrestler best known for his WWE run, including his long partnership and tag team success with Zack Ryder.
-
E.
Ned Bellamy
Ned Bellamy is an American character actor known for his numerous supporting roles in film and television, including appearances in projects like "Being John Malkovich" and "Seinfeld."
- 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: Big Ed Hurley Triple: [Norma Jennings, associatedWithCharacter, Big Ed Hurley]
Generated description
Big Ed Hurley is a stoic, good-hearted gas station owner and member of the Bookhouse Boys in the television series "Twin Peaks," known for his complicated romantic history with Norma Jennings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Ed Hurley Target entity description: Big Ed Hurley is a stoic, good-hearted gas station owner and member of the Bookhouse Boys in the television series "Twin Peaks," known for his complicated romantic history with Norma Jennings.
-
A.
Robert Hedrock
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
-
B.
Jim Hurley
Jim Hurley is a notable individual recognized for achievements significant enough to be associated with the surname Hurley.
-
C.
George Denbrough
George Denbrough is a young boy from Stephen King's horror novel "It," whose tragic death at the hands of Pennywise the Clown drives much of the story's emotional and narrative conflict.
-
D.
Curt Hawkins
Curt Hawkins is an American professional wrestler best known for his WWE run, including his long partnership and tag team success with Zack Ryder.
-
E.
Ned Bellamy
Ned Bellamy is an American character actor known for his numerous supporting roles in film and television, including appearances in projects like "Being John Malkovich" and "Seinfeld."
- 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_69d886c7b1e481908c3766dfa8c13458 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3ca3d6be88190bca5e1fdf727141b |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7bb4ac481909318d3d61a2d10e1 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c8c9c78481908e503977d47f7c1f |
completed | May 10, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c9d1c6a0819083635b8246cc82e7 |
completed | May 10, 2026, 6:09 p.m. |
Created at: April 10, 2026, 5:30 a.m.