Triple

T22664078
Position Surface form Disambiguated ID Type / Status
Subject National Security E559736 entity
Predicate leadActorRole P5563 FINISHED
Object Steve Zahn as Hank Rafferty
Steve Zahn as Hank Rafferty is a bumbling yet well-meaning former cop who partners with Martin Lawrence’s character for comedic, action-driven misadventures in the film "National Security."
 E1549676 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: Steve Zahn as Hank Rafferty | Statement: [National Security, leadActorRole, Steve Zahn as Hank Rafferty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steve Zahn as Hank Rafferty
Context triple: [National Security, leadActorRole, Steve Zahn as Hank Rafferty]
  • A. Rob Lowe as Hank
    Rob Lowe as Hank is a comedic supporting character in the 2014 film "Sex Tape," where Lowe plays a seemingly wholesome CEO with a bizarre secret life.
  • B. Anthony Carrigan as NoHo Hank
    Anthony Carrigan as NoHo Hank is a beloved, scene-stealing Chechen mobster character from the dark comedy TV series "Barry," known for his upbeat personality and eccentric charm.
  • C. Tom Halpert
    Tom Halpert is a fictional character known primarily as a relative of Pete Halpert within their narrative universe.
  • D. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • E. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • 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: Steve Zahn as Hank Rafferty
Triple: [National Security, leadActorRole, Steve Zahn as Hank Rafferty]
Generated description
Steve Zahn as Hank Rafferty is a bumbling yet well-meaning former cop who partners with Martin Lawrence’s character for comedic, action-driven misadventures in the film "National Security."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steve Zahn as Hank Rafferty
Target entity description: Steve Zahn as Hank Rafferty is a bumbling yet well-meaning former cop who partners with Martin Lawrence’s character for comedic, action-driven misadventures in the film "National Security."
  • A. Rob Lowe as Hank
    Rob Lowe as Hank is a comedic supporting character in the 2014 film "Sex Tape," where Lowe plays a seemingly wholesome CEO with a bizarre secret life.
  • B. Anthony Carrigan as NoHo Hank
    Anthony Carrigan as NoHo Hank is a beloved, scene-stealing Chechen mobster character from the dark comedy TV series "Barry," known for his upbeat personality and eccentric charm.
  • C. Tom Halpert
    Tom Halpert is a fictional character known primarily as a relative of Pete Halpert within their narrative universe.
  • D. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • E. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f176617ed8819095a58a2c9f1e3918 completed April 29, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73e5fe208190b46cd7956dc4640a completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b79cc34948190985f71a825fef91d completed May 18, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7a57b09c819094bab59c7efa84b2 completed May 18, 2026, 8:45 p.m.
Created at: April 17, 2026, 3:08 p.m.