Triple

T5711780
Position Surface form Disambiguated ID Type / Status
Subject Roger Ebert E125925 entity
Predicate screenwriterFor P25235 FINISHED
Object Beyond the Valley of the Dolls
Beyond the Valley of the Dolls is a 1970 satirical exploitation film directed by Russ Meyer that parodies Hollywood and the entertainment industry with campy, over-the-top style.
 E541631 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: Beyond the Valley of the Dolls | Statement: [Roger Ebert, screenwriterFor, Beyond the Valley of the Dolls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beyond the Valley of the Dolls
Context triple: [Roger Ebert, screenwriterFor, Beyond the Valley of the Dolls]
  • A. Valley of the Dolls
    Valley of the Dolls is a 1967 drama film, based on Jacqueline Susann’s bestselling novel, that follows three women navigating fame, addiction, and personal turmoil in the entertainment industry.
  • B. Hollywood Rose
    Hollywood Rose was an early 1980s Los Angeles hard rock band that served as a precursor to and featured future members of Guns N' Roses.
  • C. Weekend in L.A.
    "Weekend in L.A." is a popular live jazz and R&B album by guitarist and vocalist George Benson, celebrated for its smooth style and hit rendition of "On Broadway."
  • D. Lady for a Day
    Lady for a Day is a 1933 American comedy-drama film directed by Frank Capra, based on a Damon Runyon story about a poor street peddler transformed into a society lady.
  • E. Seven Year Itch
    "Seven Year Itch" is a 1988 comeback blues and soul album by legendary American singer Etta James, marking a powerful return after years of personal and professional struggles.
  • 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: Beyond the Valley of the Dolls
Triple: [Roger Ebert, screenwriterFor, Beyond the Valley of the Dolls]
Generated description
Beyond the Valley of the Dolls is a 1970 satirical exploitation film directed by Russ Meyer that parodies Hollywood and the entertainment industry with campy, over-the-top style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beyond the Valley of the Dolls
Target entity description: Beyond the Valley of the Dolls is a 1970 satirical exploitation film directed by Russ Meyer that parodies Hollywood and the entertainment industry with campy, over-the-top style.
  • A. Valley of the Dolls
    Valley of the Dolls is a 1967 drama film, based on Jacqueline Susann’s bestselling novel, that follows three women navigating fame, addiction, and personal turmoil in the entertainment industry.
  • B. Hollywood Rose
    Hollywood Rose was an early 1980s Los Angeles hard rock band that served as a precursor to and featured future members of Guns N' Roses.
  • C. Weekend in L.A.
    "Weekend in L.A." is a popular live jazz and R&B album by guitarist and vocalist George Benson, celebrated for its smooth style and hit rendition of "On Broadway."
  • D. Lady for a Day
    Lady for a Day is a 1933 American comedy-drama film directed by Frank Capra, based on a Damon Runyon story about a poor street peddler transformed into a society lady.
  • E. Seven Year Itch
    "Seven Year Itch" is a 1988 comeback blues and soul album by legendary American singer Etta James, marking a powerful return after years of personal and professional struggles.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.