Triple

T16191557
Position Surface form Disambiguated ID Type / Status
Subject Anger Management E392952 entity
Predicate mainCharacter P1183 FINISHED
Object Dave Buznik
Dave Buznik is the mild-mannered businessman whose life spirals into chaos after being mistakenly sentenced to an unconventional anger management program in the comedy film "Anger Management."
E1199199 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: Dave Buznik | Statement: [Anger Management, mainCharacter, Dave Buznik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dave Buznik
Context triple: [Anger Management, mainCharacter, Dave Buznik]
  • A. Doug Zembiec
    Doug Zembiec was a highly decorated U.S. Marine Corps officer, known as the “Lion of Fallujah,” who was posthumously honored for his extraordinary bravery and leadership in combat.
  • B. David Burtka
    David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
  • C. Tony Kubek
    Tony Kubek is a former Major League Baseball shortstop and longtime television broadcaster best known for his work as a color commentator on national baseball telecasts.
  • D. Max Zaritsky
    Max Zaritsky was an American labor leader and union organizer who played a key role in the early development of industrial unionism in the United States.
  • E. Eddie Deezen
    Eddie Deezen is an American character actor and voice actor known for his distinctive nerdy persona in films like "Grease" and numerous animated productions.
  • 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: Dave Buznik
Triple: [Anger Management, mainCharacter, Dave Buznik]
Generated description
Dave Buznik is the mild-mannered businessman whose life spirals into chaos after being mistakenly sentenced to an unconventional anger management program in the comedy film "Anger Management."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dave Buznik
Target entity description: Dave Buznik is the mild-mannered businessman whose life spirals into chaos after being mistakenly sentenced to an unconventional anger management program in the comedy film "Anger Management."
  • A. Doug Zembiec
    Doug Zembiec was a highly decorated U.S. Marine Corps officer, known as the “Lion of Fallujah,” who was posthumously honored for his extraordinary bravery and leadership in combat.
  • B. David Burtka
    David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
  • C. Tony Kubek
    Tony Kubek is a former Major League Baseball shortstop and longtime television broadcaster best known for his work as a color commentator on national baseball telecasts.
  • D. Max Zaritsky
    Max Zaritsky was an American labor leader and union organizer who played a key role in the early development of industrial unionism in the United States.
  • E. Eddie Deezen
    Eddie Deezen is an American character actor and voice actor known for his distinctive nerdy persona in films like "Grease" and numerous animated productions.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d5769c8190bbb604bfa095a1a5 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff095504819096c36d6c5d131207 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a0002419cec81909e3cec70968b65a4 completed May 10, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0002ad960c81909c308a12da9b65d6 completed May 10, 2026, 3:59 a.m.
Created at: April 10, 2026, 5:02 a.m.