Triple

T5108457
Position Surface form Disambiguated ID Type / Status
Subject Jim Beaver E115155 entity
Predicate portrayed P1668 FINISHED
Object Sheriff Shelby Parlow in Justified
Sheriff Shelby Parlow is a complex and morally ambiguous lawman in the TV series "Justified," whose hidden past and shifting loyalties play a key role in the show's Harlan County power struggles.
E493623 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: Sheriff Shelby Parlow in Justified | Statement: [Jim Beaver, portrayed, Sheriff Shelby Parlow in Justified]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheriff Shelby Parlow in Justified
Context triple: [Jim Beaver, portrayed, Sheriff Shelby Parlow in Justified]
  • A. Sheriff Ed Tom Bell in No Country for Old Men
    Sheriff Ed Tom Bell in "No Country for Old Men" is a weary, morally reflective West Texas lawman who serves as the film’s conscience while confronting a new era of senseless violence he struggles to understand.
  • B. Sheriff
    The Sheriff is the elected chief law enforcement official of a county, responsible for overseeing public safety, managing the sheriff’s office, and operating the county jail.
  • C. Sheriff Tod Shaw
    Sheriff Tod Shaw is the small-town lawman protagonist of the 1954 Western film "Suddenly," who becomes embroiled in a tense plot to assassinate the President.
  • D. Sheriff Sam Galt
    Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
  • E. Sheriff Woody Pride
    Sheriff Woody Pride is the pull-string cowboy doll and loyal, level-headed leader of Andy's toys in Pixar's Toy Story film series.
  • 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: Sheriff Shelby Parlow in Justified
Triple: [Jim Beaver, portrayed, Sheriff Shelby Parlow in Justified]
Generated description
Sheriff Shelby Parlow is a complex and morally ambiguous lawman in the TV series "Justified," whose hidden past and shifting loyalties play a key role in the show's Harlan County power struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheriff Shelby Parlow in Justified
Target entity description: Sheriff Shelby Parlow is a complex and morally ambiguous lawman in the TV series "Justified," whose hidden past and shifting loyalties play a key role in the show's Harlan County power struggles.
  • A. Sheriff Ed Tom Bell in No Country for Old Men
    Sheriff Ed Tom Bell in "No Country for Old Men" is a weary, morally reflective West Texas lawman who serves as the film’s conscience while confronting a new era of senseless violence he struggles to understand.
  • B. Sheriff
    The Sheriff is the elected chief law enforcement official of a county, responsible for overseeing public safety, managing the sheriff’s office, and operating the county jail.
  • C. Sheriff Tod Shaw
    Sheriff Tod Shaw is the small-town lawman protagonist of the 1954 Western film "Suddenly," who becomes embroiled in a tense plot to assassinate the President.
  • D. Sheriff Sam Galt
    Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
  • E. Sheriff Woody Pride
    Sheriff Woody Pride is the pull-string cowboy doll and loyal, level-headed leader of Andy's toys in Pixar's Toy Story film series.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75aa6b088190b02cdb66ec4a11f0 completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9ec0fc819085dcd1d27f46f377 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb427ee0819090cc2a7b12310719 completed March 21, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69bebbbeaa98819099c8a376a30638d2 completed March 21, 2026, 3:39 p.m.
Created at: March 20, 2026, 1:41 p.m.