Triple

T12699867
Position Surface form Disambiguated ID Type / Status
Subject The Puppy Episode E303430 entity
Predicate director P255 FINISHED
Object Gil Junger
Gil Junger is an American film and television director best known for helming the hit teen comedy "10 Things I Hate About You" and numerous popular TV sitcom episodes.
 E998342 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: Gil Junger | Statement: [The Puppy Episode, director, Gil Junger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gil Junger
Context triple: [The Puppy Episode, director, Gil Junger]
  • A. Alex Gifford
    Alex Gifford is a British musician and record producer best known as a member of the electronic music group Propellerheads.
  • B. Brendan O’Hare
    Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
  • C. Gary Shore
    Gary Shore is an Irish film director best known for making his feature debut with the dark fantasy action film "Dracula Untold."
  • D. Geoffrey Fletcher
    Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
  • E. Randall Wallace
    Randall Wallace is an American screenwriter, director, and producer best known for writing the Academy Award–winning film "Braveheart."
  • 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: Gil Junger
Triple: [The Puppy Episode, director, Gil Junger]
Generated description
Gil Junger is an American film and television director best known for helming the hit teen comedy "10 Things I Hate About You" and numerous popular TV sitcom episodes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gil Junger
Target entity description: Gil Junger is an American film and television director best known for helming the hit teen comedy "10 Things I Hate About You" and numerous popular TV sitcom episodes.
  • A. Alex Gifford
    Alex Gifford is a British musician and record producer best known as a member of the electronic music group Propellerheads.
  • B. Brendan O’Hare
    Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
  • C. Gary Shore
    Gary Shore is an Irish film director best known for making his feature debut with the dark fantasy action film "Dracula Untold."
  • D. Geoffrey Fletcher
    Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
  • E. Randall Wallace
    Randall Wallace is an American screenwriter, director, and producer best known for writing the Academy Award–winning film "Braveheart."
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.