Triple

T5736481
Position Surface form Disambiguated ID Type / Status
Subject Walton Goggins E126514 entity
Predicate portrayed P1668 FINISHED
Object Shane Vendrell in The Shield
Shane Vendrell in *The Shield* is a volatile and morally conflicted member of the corrupt Strike Team whose impulsive actions and shifting loyalties drive many of the series’ most tragic and pivotal events.
E545900 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: Shane Vendrell in The Shield | Statement: [Walton Goggins, portrayed, Shane Vendrell in The Shield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shane Vendrell in The Shield
Context triple: [Walton Goggins, portrayed, Shane Vendrell in The Shield]
  • A. Shane
    Shane is a masculine given name of Irish origin that has become common in English-speaking countries.
  • B. Paul Walter Hauser as Shawn Eckhardt
    Paul Walter Hauser as Shawn Eckhardt refers to the actor’s portrayal of the delusional, self-styled bodyguard involved in the attack plot in the biographical film "I, Tonya."
  • C. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • D. Shane Harper
    Shane Harper is an American actor and singer known for roles in film and television, including the miniseries "A Teacher."
  • E. Jackson "Jax" Teller in Sons of Anarchy
    Jackson "Jax" Teller is the conflicted outlaw biker and eventual president of the Sons of Anarchy Motorcycle Club, whose struggle between family loyalty and a desire to escape a violent criminal life drives the central narrative of the 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: Shane Vendrell in The Shield
Triple: [Walton Goggins, portrayed, Shane Vendrell in The Shield]
Generated description
Shane Vendrell in *The Shield* is a volatile and morally conflicted member of the corrupt Strike Team whose impulsive actions and shifting loyalties drive many of the series’ most tragic and pivotal events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shane Vendrell in The Shield
Target entity description: Shane Vendrell in *The Shield* is a volatile and morally conflicted member of the corrupt Strike Team whose impulsive actions and shifting loyalties drive many of the series’ most tragic and pivotal events.
  • A. Shane
    Shane is a masculine given name of Irish origin that has become common in English-speaking countries.
  • B. Paul Walter Hauser as Shawn Eckhardt
    Paul Walter Hauser as Shawn Eckhardt refers to the actor’s portrayal of the delusional, self-styled bodyguard involved in the attack plot in the biographical film "I, Tonya."
  • C. Mack Gerhardt in The Unit
    Mack Gerhardt in *The Unit* is a tough, battle-hardened member of an elite U.S. Army special operations team, known for his loyalty, combat skills, and personal struggles balancing military duty with family life.
  • D. Shane Harper
    Shane Harper is an American actor and singer known for roles in film and television, including the miniseries "A Teacher."
  • E. Jackson "Jax" Teller in Sons of Anarchy
    Jackson "Jax" Teller is the conflicted outlaw biker and eventual president of the Sons of Anarchy Motorcycle Club, whose struggle between family loyalty and a desire to escape a violent criminal life drives the central narrative of the 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0255ad6f48190977bf4f037110aa3 completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e0b871c8190bf8dd0e076bb9789 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c088eaf20c8190a8ed785ebab047af completed March 23, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_69c08945dd48819096453dc14fda13d0 completed March 23, 2026, 12:28 a.m.
Created at: March 22, 2026, 3:47 p.m.