Triple

T8904867
Position Surface form Disambiguated ID Type / Status
Subject Wet Hot American Summer E212028 entity
Predicate hasCastMember P2308 FINISHED
Object Zak Orth
Zak Orth is an American actor known for his comedic and character roles in film, television, and theater, including cult favorites like "Wet Hot American Summer."
E766326 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: Zak Orth | Statement: [Wet Hot American Summer, hasCastMember, Zak Orth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zak Orth
Context triple: [Wet Hot American Summer, hasCastMember, Zak Orth]
  • A. Russell Ziskey
    Russell Ziskey is a hapless but witty cab driver who becomes a reluctant Army recruit and one of the central comedic figures in the 1981 film "Stripes."
  • B. Zac Maloy
    Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Zac Damon
    Zac Damon is a musician best known as a guitarist and member of the punk rock band Squirtgun.
  • E. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • 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: Zak Orth
Triple: [Wet Hot American Summer, hasCastMember, Zak Orth]
Generated description
Zak Orth is an American actor known for his comedic and character roles in film, television, and theater, including cult favorites like "Wet Hot American Summer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zak Orth
Target entity description: Zak Orth is an American actor known for his comedic and character roles in film, television, and theater, including cult favorites like "Wet Hot American Summer."
  • A. Russell Ziskey
    Russell Ziskey is a hapless but witty cab driver who becomes a reluctant Army recruit and one of the central comedic figures in the 1981 film "Stripes."
  • B. Zac Maloy
    Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Zac Damon
    Zac Damon is a musician best known as a guitarist and member of the punk rock band Squirtgun.
  • E. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • 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_69ca839255248190b43984294abd92ae completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc64c2509881908fb692522d348e96 completed April 1, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba2cb5e48190813e9c08198149b0 completed April 3, 2026, 1:01 p.m.
NEDg Description generation batch_69cfbaf8aa4c8190821ace3f0f53a9b3 completed April 3, 2026, 1:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfbb9585688190b3aa3d817bafba51 completed April 3, 2026, 1:07 p.m.
Created at: March 30, 2026, 6:55 p.m.