Triple

T18081830
Position Surface form Disambiguated ID Type / Status
Subject Ferdinand E432708 entity
Predicate screenwriter P2831 FINISHED
Object Tim Federle
Tim Federle is an American author, screenwriter, and director best known for creating the Disney+ series "High School Musical: The Musical: The Series" and co-writing the animated film "Ferdinand."
E1305776 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: Tim Federle | Statement: [Ferdinand, screenwriter, Tim Federle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Federle
Context triple: [Ferdinand, screenwriter, Tim Federle]
  • A. Emily M. Danforth
    Emily M. Danforth is an American novelist best known for her acclaimed coming-of-age LGBTQ+ novel "The Miseducation of Cameron Post."
  • B. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • C. Brandon Roth
    Brandon Roth is known primarily as the brother of prominent American theater producer Jordan Roth.
  • D. Jefferson Caffery
    Jefferson Caffery was a prominent 20th-century American diplomat who served as U.S. ambassador to several key countries, including Brazil, France, and Egypt.
  • E. Veronica Hayes
    Veronica Hayes is a character in Woody Allen's film "Café Society," involved in the romantic entanglements and social dynamics of 1930s Hollywood and New York high society.
  • 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: Tim Federle
Triple: [Ferdinand, screenwriter, Tim Federle]
Generated description
Tim Federle is an American author, screenwriter, and director best known for creating the Disney+ series "High School Musical: The Musical: The Series" and co-writing the animated film "Ferdinand."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Federle
Target entity description: Tim Federle is an American author, screenwriter, and director best known for creating the Disney+ series "High School Musical: The Musical: The Series" and co-writing the animated film "Ferdinand."
  • A. Emily M. Danforth
    Emily M. Danforth is an American novelist best known for her acclaimed coming-of-age LGBTQ+ novel "The Miseducation of Cameron Post."
  • B. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • C. Brandon Roth
    Brandon Roth is known primarily as the brother of prominent American theater producer Jordan Roth.
  • D. Jefferson Caffery
    Jefferson Caffery was a prominent 20th-century American diplomat who served as U.S. ambassador to several key countries, including Brazil, France, and Egypt.
  • E. Veronica Hayes
    Veronica Hayes is a character in Woody Allen's film "Café Society," involved in the romantic entanglements and social dynamics of 1930s Hollywood and New York high society.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9fb42888190919fe711a281bd7c completed April 19, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d8d4ab881909b2ebe0b933e3b97 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a0360cc5d648190bd7d7d756f662046 completed May 12, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a03616317548190a09b0df1c9d6d303 completed May 12, 2026, 5:20 p.m.
Created at: April 10, 2026, 10:27 a.m.