Triple

T17535018
Position Surface form Disambiguated ID Type / Status
Subject Psycho IV: The Beginning E427034 entity
Predicate starring P1507 FINISHED
Object Warren Frost
Warren Frost was an American actor best known for his roles in the television series "Twin Peaks" and various film and TV appearances.
E1273843 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: Warren Frost | Statement: [Psycho IV: The Beginning, starring, Warren Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warren Frost
Context triple: [Psycho IV: The Beginning, starring, Warren Frost]
  • A. Ralph Frost
    Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
  • B. William Frost
    William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
  • C. James Frost
    James Frost is a music video director known for his visually inventive work with artists such as Coldplay and Radiohead.
  • D. Russell Winters
    Russell Winters is a fictional character from the 2012 ensemble comedy-drama film "Darling Companion," which centers on family relationships and the search for a lost dog.
  • E. Joseph Winters
    Joseph Winters is a fictional character from the 2012 ensemble drama-comedy film "Darling Companion," which centers on family relationships and the search for a lost dog.
  • 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: Warren Frost
Triple: [Psycho IV: The Beginning, starring, Warren Frost]
Generated description
Warren Frost was an American actor best known for his roles in the television series "Twin Peaks" and various film and TV appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warren Frost
Target entity description: Warren Frost was an American actor best known for his roles in the television series "Twin Peaks" and various film and TV appearances.
  • A. Ralph Frost
    Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
  • B. William Frost
    William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
  • C. James Frost
    James Frost is a music video director known for his visually inventive work with artists such as Coldplay and Radiohead.
  • D. Russell Winters
    Russell Winters is a fictional character from the 2012 ensemble comedy-drama film "Darling Companion," which centers on family relationships and the search for a lost dog.
  • E. Joseph Winters
    Joseph Winters is a fictional character from the 2012 ensemble drama-comedy film "Darling Companion," which centers on family relationships and the search for a lost dog.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4536ac7f48190994f7b39a6a811d7 completed April 19, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c94e4e208190a241ea586d3f3a38 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01ca84f3388190aa2eda694f91a17b completed May 11, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_6a01cb0b3cec8190afc6cf6dd1e4d896 completed May 11, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:49 a.m.