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.