Triple

T21378776
Position Surface form Disambiguated ID Type / Status
Subject Amanda Bearse E527284 entity
Predicate directed P7373 FINISHED
Object Nick Freno: Licensed Teacher
Nick Freno: Licensed Teacher is an American sitcom about an unconventional high school teacher navigating classroom chaos and personal challenges.
E827962 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: Nick Freno: Licensed Teacher | Statement: [Amanda Bearse, directed, Nick Freno: Licensed Teacher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nick Freno: Licensed Teacher
Context triple: [Amanda Bearse, directed, Nick Freno: Licensed Teacher]
  • A. Nick Frenkel
    Nick Frenkel is a television producer best known for his work as an executive producer on the long-running comedy series "It's Always Sunny in Philadelphia."
  • B. Alan Fry
    Alan Fry is a relatively obscure individual whose primary distinction is sharing the surname associated with the more widely recognized Fry family name.
  • C. Matt Nye
    Matt Nye is an American fashion designer best known as the longtime partner of Rolling Stone co-founder Jann Wenner.
  • D. Mark Frye
    Mark Frye is an individual notable enough to be specifically cited as a bearer of the surname Frye, though detailed public information about his achievements or role is limited.
  • E. Ron Frenz
    Ron Frenz is an American comic book artist best known for his work on Marvel titles like The Amazing Spider-Man and Thor, where he helped define key storylines and character designs in the 1980s and beyond.
  • 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: Nick Freno: Licensed Teacher
Triple: [Amanda Bearse, directed, Nick Freno: Licensed Teacher]
Generated description
Nick Freno: Licensed Teacher is an American sitcom about an unconventional high school teacher navigating classroom chaos and personal challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nick Freno: Licensed Teacher
Target entity description: Nick Freno: Licensed Teacher is an American sitcom about an unconventional high school teacher navigating classroom chaos and personal challenges.
  • A. Nick Freno: Licensed Teacher chosen
    Nick Freno: Licensed Teacher is an American sitcom about an unconventional, energetic high school teacher navigating classroom chaos and personal antics.
  • B. Nick Frenkel
    Nick Frenkel is a television producer best known for his work as an executive producer on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Alan Fry
    Alan Fry is a relatively obscure individual whose primary distinction is sharing the surname associated with the more widely recognized Fry family name.
  • D. Matt Nye
    Matt Nye is an American fashion designer best known as the longtime partner of Rolling Stone co-founder Jann Wenner.
  • E. Mark Frye
    Mark Frye is an individual notable enough to be specifically cited as a bearer of the surname Frye, though detailed public information about his achievements or role is limited.
  • F. None of above.

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_69e0b51f363c8190944000ab5523b02b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b0cb138081909bcbf295483656cb completed April 22, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09b42274f0819092541d278a3a900c completed May 17, 2026, 12:27 p.m.
NEDg Description generation batch_6a09b494bc348190b72a5e862b74711a completed May 17, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09b60be86c8190ba4e0890da8dadb1 completed May 17, 2026, 12:35 p.m.
Created at: April 16, 2026, 5:11 p.m.