Triple

T15294451
Position Surface form Disambiguated ID Type / Status
Subject Twin Peaks E365616 entity
Predicate mainCharacter P1183 FINISHED
Object Benjamin Horne
Benjamin Horne is a wealthy, manipulative businessman and owner of the Great Northern Hotel in the television series "Twin Peaks."
E1149400 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: Benjamin Horne | Statement: [Twin Peaks, mainCharacter, Benjamin Horne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Horne
Context triple: [Twin Peaks, mainCharacter, Benjamin Horne]
  • A. Benjamin Heath
    Benjamin Heath was an 18th-century English classical scholar and critic known for his work on Greek and Latin literature.
  • B. Benjamin Morton
    Benjamin Morton is an actor known for appearing in the holiday-themed romantic comedy film "The Perfect Holiday."
  • C. Benjamin Griffith
    Benjamin Griffith was an early settler and landowner whose contributions to the area led to the Indiana town of Griffith being named in his honor.
  • D. Benjamin Russell
    Benjamin Russell was an American journalist and newspaper editor credited with popularizing the term "Era of Good Feelings" to describe the period of political harmony following the War of 1812.
  • E. Benjamin Hurwood
    Benjamin Hurwood is a sinister 18th-century English physician-turned-necromancer in Tim Powers’ fantasy novel "On Stranger Tides," obsessed with harnessing dark magic and the power of the Fountain of Youth.
  • 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: Benjamin Horne
Triple: [Twin Peaks, mainCharacter, Benjamin Horne]
Generated description
Benjamin Horne is a wealthy, manipulative businessman and owner of the Great Northern Hotel in the television series "Twin Peaks."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Horne
Target entity description: Benjamin Horne is a wealthy, manipulative businessman and owner of the Great Northern Hotel in the television series "Twin Peaks."
  • A. Benjamin Heath
    Benjamin Heath was an 18th-century English classical scholar and critic known for his work on Greek and Latin literature.
  • B. Benjamin Morton
    Benjamin Morton is an actor known for appearing in the holiday-themed romantic comedy film "The Perfect Holiday."
  • C. Benjamin Griffith
    Benjamin Griffith was an early settler and landowner whose contributions to the area led to the Indiana town of Griffith being named in his honor.
  • D. Benjamin Russell
    Benjamin Russell was an American journalist and newspaper editor credited with popularizing the term "Era of Good Feelings" to describe the period of political harmony following the War of 1812.
  • E. Benjamin Hurwood
    Benjamin Hurwood is a sinister 18th-century English physician-turned-necromancer in Tim Powers’ fantasy novel "On Stranger Tides," obsessed with harnessing dark magic and the power of the Fountain of Youth.
  • 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_69fef899e55c8190b1c26491bf37967a completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fef9ed514081909a54da584dff7e5c completed May 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69fefa72f9cc819089550217ea7c7d6e completed May 9, 2026, 9:12 a.m.
Created at: April 10, 2026, 3:15 a.m.