Triple

T3362510
Position Surface form Disambiguated ID Type / Status
Subject Prison Break season 4 E70755 entity
Predicate mainCharacter P1183 FINISHED
Object Theodore "T-Bag" Bagwell
Theodore "T-Bag" Bagwell is a manipulative, sadistic, and cunning career criminal who serves as one of the primary antagonists throughout the television series Prison Break.
E351251 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: Theodore "T-Bag" Bagwell | Statement: [Prison Break season 4, mainCharacter, Theodore "T-Bag" Bagwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore "T-Bag" Bagwell
Context triple: [Prison Break season 4, mainCharacter, Theodore "T-Bag" Bagwell]
  • A. Terry Kimple
    Terry Kimple is a fictional character from the animated television series "The Cleveland Show," known as one of Cleveland Brown Jr.'s friends.
  • B. John "Breacher" Wharton
    John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
  • C. Richie Tozier
    Richie Tozier is a wisecracking, foul-mouthed member of the Losers' Club in Stephen King's horror novel "It," known for using humor to cope with fear and trauma.
  • D. Tom Bowen
    Tom Bowen is a fictional character from the 1951 MGM musical film "Royal Wedding," best known as one of the dancing leads portrayed by Fred Astaire.
  • E. John Taggart
    John Taggart is a gruff but good-hearted Beverly Hills police detective who serves as one of Axel Foley’s key partners and comic foils in the "Beverly Hills Cop" 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: Theodore "T-Bag" Bagwell
Triple: [Prison Break season 4, mainCharacter, Theodore "T-Bag" Bagwell]
Generated description
Theodore "T-Bag" Bagwell is a manipulative, sadistic, and cunning career criminal who serves as one of the primary antagonists throughout the television series Prison Break.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore "T-Bag" Bagwell
Target entity description: Theodore "T-Bag" Bagwell is a manipulative, sadistic, and cunning career criminal who serves as one of the primary antagonists throughout the television series Prison Break.
  • A. Terry Kimple
    Terry Kimple is a fictional character from the animated television series "The Cleveland Show," known as one of Cleveland Brown Jr.'s friends.
  • B. John "Breacher" Wharton
    John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
  • C. Richie Tozier
    Richie Tozier is a wisecracking, foul-mouthed member of the Losers' Club in Stephen King's horror novel "It," known for using humor to cope with fear and trauma.
  • D. Tom Bowen
    Tom Bowen is a fictional character from the 1951 MGM musical film "Royal Wedding," best known as one of the dancing leads portrayed by Fred Astaire.
  • E. John Taggart
    John Taggart is a gruff but good-hearted Beverly Hills police detective who serves as one of Axel Foley’s key partners and comic foils in the "Beverly Hills Cop" 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb26a5a508190948932769de0dbb3 completed March 8, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b32549eb9c81908c3a525da9eab0aa completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325aecee081908109928766283c9a completed March 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69b326175b38819083f1e62be7e01c8a completed March 12, 2026, 8:46 p.m.
Created at: March 8, 2026, 3:13 p.m.