Triple

T1763316
Position Surface form Disambiguated ID Type / Status
Subject Laura Dern E38705 entity
Predicate notableWork P4 FINISHED
Object 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.
E196818 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: The Return | Statement: [Laura Dern, notableWork, Twin Peaks: The Return]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twin Peaks: The Return
Context triple: [Laura Dern, notableWork, Twin Peaks: The Return]
  • 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. True Detective
    True Detective is a critically acclaimed HBO anthology crime drama series known for its dark, atmospheric storytelling and complex, character-driven investigations.
  • C. Bates Motel
    Bates Motel is a contemporary psychological horror–drama television series that serves as a prequel to Alfred Hitchcock’s film Psycho, exploring the twisted relationship between Norman Bates and his mother, Norma.
  • D. Bad Times at the El Royale
    Bad Times at the El Royale is a 2018 neo-noir thriller film set in a rundown hotel on the California–Nevada border, following a group of strangers whose dark secrets violently collide over the course of one night.
  • E. Tideland
    Tideland is a dark fantasy drama film known for its surreal, disturbing portrayal of a young girl's imagination as she copes with isolation and trauma in a desolate rural setting.
  • 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: The Return
Triple: [Laura Dern, notableWork, Twin Peaks: The Return]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twin Peaks: The Return
Target entity description: 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.
  • 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. True Detective
    True Detective is a critically acclaimed HBO anthology crime drama series known for its dark, atmospheric storytelling and complex, character-driven investigations.
  • C. Bates Motel
    Bates Motel is a contemporary psychological horror–drama television series that serves as a prequel to Alfred Hitchcock’s film Psycho, exploring the twisted relationship between Norman Bates and his mother, Norma.
  • D. Bad Times at the El Royale
    Bad Times at the El Royale is a 2018 neo-noir thriller film set in a rundown hotel on the California–Nevada border, following a group of strangers whose dark secrets violently collide over the course of one night.
  • E. Tideland
    Tideland is a dark fantasy drama film known for its surreal, disturbing portrayal of a young girl's imagination as she copes with isolation and trauma in a desolate rural setting.
  • 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_69a8862d562481908d7025a1c1f67c0d completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6465245c8190b1ee84628c62c529 completed March 6, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0f12fd8819099759ebcdfc19494 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1e3587c8190bca329c68ff31c41 completed March 8, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69ada2977bfc8190ad028e17184fccaa completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:31 p.m.