Triple

T16023033
Position Surface form Disambiguated ID Type / Status
Subject Leo Johnson E388649 entity
Predicate partOf P40 FINISHED
Object Twin Peaks franchise
The Twin Peaks franchise is a cult-classic mystery-horror series created by David Lynch and Mark Frost, encompassing the original 1990s television show, the prequel film "Fire Walk with Me," and later revival and related media set in the eerie town of Twin Peaks.
E365616 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: Twin Peaks franchise | Statement: [Leo Johnson, partOf, Twin Peaks franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twin Peaks franchise
Context triple: [Leo Johnson, partOf, Twin Peaks franchise]
  • A. Twin Peaks
    Twin Peaks is a pair of prominent hills in central San Francisco known for their panoramic views of the city and the Bay Area.
  • B. Twin Peaks
    Twin Peaks is a pair of prominent mountain summits in California’s San Gabriel Mountains, popular with hikers for their challenging terrain and expansive views.
  • C. Twin Peaks
    Twin Peaks is a cult-classic, surreal mystery television series created by David Lynch and Mark Frost that follows the investigation into the murder of homecoming queen Laura Palmer in a small Pacific Northwest town.
  • D. Twin Peaks: The Return
    Twin Peaks: The Return is a 2017 surreal mystery television miniseries created by David Lynch and Mark Frost that continues and expands the story of the original Twin Peaks series with a darker, more experimental approach.
  • E. Twin Peaks (score)
    Twin Peaks (score) is Angelo Badalamenti’s atmospheric, jazz-infused musical soundtrack for David Lynch’s cult television series Twin Peaks, renowned for its haunting themes and distinctive mood.
  • 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: Twin Peaks franchise
Triple: [Leo Johnson, partOf, Twin Peaks franchise]
Generated description
The Twin Peaks franchise is a cult-classic mystery-horror series created by David Lynch and Mark Frost, encompassing the original 1990s television show, the prequel film "Fire Walk with Me," and later revival and related media set in the eerie town of Twin Peaks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twin Peaks franchise
Target entity description: The Twin Peaks franchise is a cult-classic mystery-horror series created by David Lynch and Mark Frost, encompassing the original 1990s television show, the prequel film "Fire Walk with Me," and later revival and related media set in the eerie town of Twin Peaks.
  • A. Twin Peaks
    Twin Peaks is a pair of prominent hills in central San Francisco known for their panoramic views of the city and the Bay Area.
  • B. Twin Peaks
    Twin Peaks is a pair of prominent mountain summits in California’s San Gabriel Mountains, popular with hikers for their challenging terrain and expansive views.
  • C. Twin Peaks chosen
    Twin Peaks is a cult-classic, surreal mystery television series created by David Lynch and Mark Frost that follows the investigation into the murder of homecoming queen Laura Palmer in a small Pacific Northwest town.
  • D. Twin Peaks: The Return
    Twin Peaks: The Return is a 2017 surreal mystery television miniseries created by David Lynch and Mark Frost that continues and expands the story of the original Twin Peaks series with a darker, more experimental approach.
  • E. Twin Peaks (score)
    Twin Peaks (score) is Angelo Badalamenti’s atmospheric, jazz-infused musical soundtrack for David Lynch’s cult television series Twin Peaks, renowned for its haunting themes and distinctive mood.
  • F. None of above.

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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18324bf308190b80bb445c7911198 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe47280448190923a36e9a41ce7bc completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe517c8f081908a1275d0adf3053d completed May 10, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69ffe572be388190bb492b6f554ec808 completed May 10, 2026, 1:54 a.m.
Created at: April 10, 2026, 4:55 a.m.