Triple

T14853719
Position Surface form Disambiguated ID Type / Status
Subject Observe and Report E349296 entity
Predicate mainCharacter P1183 FINISHED
Object Ronnie Barnhardt
Ronnie Barnhardt is the delusional, overzealous head of mall security in the dark comedy film "Observe and Report," known for taking his job far too seriously.
 E1124056 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: Ronnie Barnhardt | Statement: [Observe and Report, mainCharacter, Ronnie Barnhardt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ronnie Barnhardt
Context triple: [Observe and Report, mainCharacter, Ronnie Barnhardt]
  • A. Donny Lawson
    Donny Lawson is a character from the television series "30 Rock," known primarily as the fiancé of the scheming NBC executive Devon Banks.
  • B. Jefferson Dutton
    Jefferson Dutton is a musician and composer known for creating the music for the film "Detention."
  • C. Brandon Black
    Brandon Black is a personal name shared by multiple individuals, including professionals in fields such as entertainment and business.
  • D. Randall McDaniel
    Randall McDaniel is a Hall of Fame former NFL guard best known for his dominant play with the Minnesota Vikings during the late 1980s and 1990s.
  • E. Ronnie Shacklett
    Ronnie Shacklett is best known as the longtime husband of American pop and country singer Brenda Lee, with whom he has shared a decades-long marriage.
  • 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: Ronnie Barnhardt
Triple: [Observe and Report, mainCharacter, Ronnie Barnhardt]
Generated description
Ronnie Barnhardt is the delusional, overzealous head of mall security in the dark comedy film "Observe and Report," known for taking his job far too seriously.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ronnie Barnhardt
Target entity description: Ronnie Barnhardt is the delusional, overzealous head of mall security in the dark comedy film "Observe and Report," known for taking his job far too seriously.
  • A. Donny Lawson
    Donny Lawson is a character from the television series "30 Rock," known primarily as the fiancé of the scheming NBC executive Devon Banks.
  • B. Jefferson Dutton
    Jefferson Dutton is a musician and composer known for creating the music for the film "Detention."
  • C. Brandon Black
    Brandon Black is a personal name shared by multiple individuals, including professionals in fields such as entertainment and business.
  • D. Randall McDaniel
    Randall McDaniel is a Hall of Fame former NFL guard best known for his dominant play with the Minnesota Vikings during the late 1980s and 1990s.
  • E. Ronnie Shacklett
    Ronnie Shacklett is best known as the longtime husband of American pop and country singer Brenda Lee, with whom he has shared a decades-long marriage.
  • 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_69d822ed7e1881909b90fca143ad7e34 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded44318f0819080b6c599f2d3474f completed April 14, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6506ace48190819504b93f575660 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe66a5f3a88190827c6c9247323153 completed May 8, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69fe6736ff34819098524e4401a414aa completed May 8, 2026, 10:44 p.m.
Created at: April 10, 2026, 1:54 a.m.