Triple

T10604237
Position Surface form Disambiguated ID Type / Status
Subject Jesse Pinkman E275831 entity
Predicate formerAffiliation P1168 FINISHED
Object Jack Welker’s gang
Jack Welker’s gang is a violent white supremacist criminal organization in Breaking Bad, led by Jack Welker and involved in drug trafficking, murder, and other organized crime.
E874629 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: Jack Welker’s gang | Statement: [Jesse Pinkman, formerAffiliation, Jack Welker’s gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Welker’s gang
Context triple: [Jesse Pinkman, formerAffiliation, Jack Welker’s gang]
  • A. Winter Hill Gang
    The Winter Hill Gang was a notorious Irish-American organized crime group based in the Boston area, led for years by mob boss Whitey Bulger and involved in racketeering, murder, and corruption.
  • B. Barrow Gang
    The Barrow Gang was a notorious American criminal group of the early 1930s, best known for its cross-country robberies and murders during the Great Depression under the leadership of Bonnie Parker and Clyde Barrow.
  • C. Beehive Gang
    The Beehive Gang is a yakuza organization in the manga and anime series "Nisekoi," serving as the crime family to which the female lead Chitoge Kirisaki belongs.
  • D. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • E. Ralph's Mob
    Ralph's Mob is the primary organized supporters group known for its passionate backing of the Tampa Bay Rowdies soccer club.
  • 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: Jack Welker’s gang
Triple: [Jesse Pinkman, formerAffiliation, Jack Welker’s gang]
Generated description
Jack Welker’s gang is a violent white supremacist criminal organization in Breaking Bad, led by Jack Welker and involved in drug trafficking, murder, and other organized crime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Welker’s gang
Target entity description: Jack Welker’s gang is a violent white supremacist criminal organization in Breaking Bad, led by Jack Welker and involved in drug trafficking, murder, and other organized crime.
  • A. Winter Hill Gang
    The Winter Hill Gang was a notorious Irish-American organized crime group based in the Boston area, led for years by mob boss Whitey Bulger and involved in racketeering, murder, and corruption.
  • B. Barrow Gang
    The Barrow Gang was a notorious American criminal group of the early 1930s, best known for its cross-country robberies and murders during the Great Depression under the leadership of Bonnie Parker and Clyde Barrow.
  • C. Beehive Gang
    The Beehive Gang is a yakuza organization in the manga and anime series "Nisekoi," serving as the crime family to which the female lead Chitoge Kirisaki belongs.
  • D. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • E. Ralph's Mob
    Ralph's Mob is the primary organized supporters group known for its passionate backing of the Tampa Bay Rowdies soccer club.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6df4992248190b640d743ccf02c82 completed April 8, 2026, 11:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95eaffcd0819098e0a06a731b602f completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d961aaf71881908289244e0a490492 completed April 10, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69d9623cf54081908abcdc88e13d5176 completed April 10, 2026, 8:49 p.m.
Created at: April 8, 2026, 7:32 p.m.