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.