Triple

T12927662
Position Surface form Disambiguated ID Type / Status
Subject Andre Royo E309284 entity
Predicate characterIn P12208 FINISHED
Object Reginald "Bubbles" Cousins – The Wire
Reginald "Bubbles" Cousins is a resourceful, drug-addicted police informant in the television series *The Wire*, known for his street smarts, moral complexity, and poignant personal struggles.
 E1011107 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: Reginald "Bubbles" Cousins – The Wire | Statement: [Andre Royo, characterIn, Reginald "Bubbles" Cousins – The Wire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reginald "Bubbles" Cousins – The Wire
Context triple: [Andre Royo, characterIn, Reginald "Bubbles" Cousins – The Wire]
  • A. Nick Sobotka in The Wire
    Nick Sobotka in *The Wire* is a young longshoreman and nephew of union leader Frank Sobotka who becomes entangled in smuggling and the drug trade at the Baltimore docks.
  • B. Wallace (The Wire)
    Wallace is a young, vulnerable low-level drug dealer in the TV series "The Wire," whose tragic storyline highlights the human cost of the drug trade in Baltimore.
  • C. The Wire character Ervin Burrell
    Ervin Burrell is a fictional high-ranking Baltimore police commander in the television series "The Wire," known for his political maneuvering and focus on statistics over substantive policing.
  • D. Beadie Russell in The Wire
    Beadie Russell in *The Wire* is a Port Authority officer who becomes a key investigator in the docks-related crimes of Season 2 and later develops a personal relationship with Jimmy McNulty.
  • E. Russell "Stringer" Bell
    Russell "Stringer" Bell is a calculating drug kingpin and aspiring businessman in the television series "The Wire," known for his strategic mind and attempts to legitimize his criminal empire.
  • 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: Reginald "Bubbles" Cousins – The Wire
Triple: [Andre Royo, characterIn, Reginald "Bubbles" Cousins – The Wire]
Generated description
Reginald "Bubbles" Cousins is a resourceful, drug-addicted police informant in the television series *The Wire*, known for his street smarts, moral complexity, and poignant personal struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reginald "Bubbles" Cousins – The Wire
Target entity description: Reginald "Bubbles" Cousins is a resourceful, drug-addicted police informant in the television series *The Wire*, known for his street smarts, moral complexity, and poignant personal struggles.
  • A. Nick Sobotka in The Wire
    Nick Sobotka in *The Wire* is a young longshoreman and nephew of union leader Frank Sobotka who becomes entangled in smuggling and the drug trade at the Baltimore docks.
  • B. Wallace (The Wire)
    Wallace is a young, vulnerable low-level drug dealer in the TV series "The Wire," whose tragic storyline highlights the human cost of the drug trade in Baltimore.
  • C. The Wire character Ervin Burrell
    Ervin Burrell is a fictional high-ranking Baltimore police commander in the television series "The Wire," known for his political maneuvering and focus on statistics over substantive policing.
  • D. Beadie Russell in The Wire
    Beadie Russell in *The Wire* is a Port Authority officer who becomes a key investigator in the docks-related crimes of Season 2 and later develops a personal relationship with Jimmy McNulty.
  • E. Russell "Stringer" Bell
    Russell "Stringer" Bell is a calculating drug kingpin and aspiring businessman in the television series "The Wire," known for his strategic mind and attempts to legitimize his criminal empire.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971ec72a48190aceef10630603d2c completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af6655e88190ac33567870a947bb completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0660b188190a67bfff73b882d92 completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1aa191081908266128776a2147a completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:42 p.m.