Triple

T21480205
Position Surface form Disambiguated ID Type / Status
Subject The Star Wars Holiday Special E529966 entity
Predicate writer P1360 FINISHED
Object Bruce Vilanch
Bruce Vilanch is an American comedy writer and actor best known for his long-running work crafting jokes for the Academy Awards and other major award shows, as well as his distinctive, flamboyant persona.
E1486078 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: Bruce Vilanch | Statement: [The Star Wars Holiday Special, writer, Bruce Vilanch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruce Vilanch
Context triple: [The Star Wars Holiday Special, writer, Bruce Vilanch]
  • A. Michael Daves
    Michael Daves is an American bluegrass and roots musician known for his high-energy vocal style and collaborations with prominent artists such as mandolinist Chris Thile.
  • B. Stan Margulies
    Stan Margulies was an American film and television producer known for his work on projects such as the classic 1971 musical fantasy film "Willy Wonka & the Chocolate Factory."
  • C. Mike O’Malley
    Mike O’Malley is an American actor, comedian, and writer best known for his roles in television series such as "Yes, Dear" and "Glee," as well as his work as a television host and producer.
  • D. Paul Lieberstein
    Paul Lieberstein is an American writer, producer, and actor best known for playing HR representative Toby Flenderson and serving as a key writer and showrunner on the U.S. version of "The Office."
  • E. Paul Rudnick
    Paul Rudnick is an American playwright, novelist, and screenwriter known for his sharp wit and contributions to both stage and film comedies.
  • 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: Bruce Vilanch
Triple: [The Star Wars Holiday Special, writer, Bruce Vilanch]
Generated description
Bruce Vilanch is an American comedy writer and actor best known for his long-running work crafting jokes for the Academy Awards and other major award shows, as well as his distinctive, flamboyant persona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruce Vilanch
Target entity description: Bruce Vilanch is an American comedy writer and actor best known for his long-running work crafting jokes for the Academy Awards and other major award shows, as well as his distinctive, flamboyant persona.
  • A. Michael Daves
    Michael Daves is an American bluegrass and roots musician known for his high-energy vocal style and collaborations with prominent artists such as mandolinist Chris Thile.
  • B. Stan Margulies
    Stan Margulies was an American film and television producer known for his work on projects such as the classic 1971 musical fantasy film "Willy Wonka & the Chocolate Factory."
  • C. Mike O’Malley
    Mike O’Malley is an American actor, comedian, and writer best known for his roles in television series such as "Yes, Dear" and "Glee," as well as his work as a television host and producer.
  • D. Paul Lieberstein
    Paul Lieberstein is an American writer, producer, and actor best known for playing HR representative Toby Flenderson and serving as a key writer and showrunner on the U.S. version of "The Office."
  • E. Paul Rudnick
    Paul Rudnick is an American playwright, novelist, and screenwriter known for his sharp wit and contributions to both stage and film comedies.
  • 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_69e0c45acc3881908e38d3f28964152b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea1b0130819088b8e96ddbb29317 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfff6dec8190ab480491c4a3f641 completed May 17, 2026, 2:26 p.m.
NEDg Description generation batch_6a09d0cd3068819094392cc4b7c6d061 completed May 17, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09d1b4f4748190b5d4edfc298272e4 completed May 17, 2026, 2:33 p.m.
Created at: April 16, 2026, 6:20 p.m.