Triple

T20783427
Position Surface form Disambiguated ID Type / Status
Subject Joe Newton E511563 entity
Predicate memberOf P10 FINISHED
Object Newton brothers gang
The Newton brothers gang was an early 20th-century American outlaw group known for a series of bank and train robberies carried out by the Newton siblings across the Midwest and Southwest.
 E1450250 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: Newton brothers gang | Statement: [Joe Newton, memberOf, Newton brothers gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newton brothers gang
Context triple: [Joe Newton, memberOf, Newton brothers gang]
  • A. 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.
  • B. Jackson brothers
    The Jackson brothers are a group of American siblings best known as members of the pioneering pop and R&B group The Jackson 5, which launched the career of Michael Jackson.
  • C. Jarrett gang
    The Jarrett gang is a ruthless criminal outfit in the classic film "White Heat," notorious for its violent robberies and led by the psychopathic gangster Cody Jarrett.
  • D. Wilson brothers
    The Wilson brothers are a family of American actors and filmmakers, best known for the careers of siblings Owen, Luke, and Andrew Wilson in Hollywood comedies and independent films.
  • E. Dalton Gang
    The Dalton Gang was a notorious group of outlaws in the American Old West known for robbing banks and trains, culminating in their infamous failed double bank robbery in Coffeyville, Kansas, in 1892.
  • 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: Newton brothers gang
Triple: [Joe Newton, memberOf, Newton brothers gang]
Generated description
The Newton brothers gang was an early 20th-century American outlaw group known for a series of bank and train robberies carried out by the Newton siblings across the Midwest and Southwest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Newton brothers gang
Target entity description: The Newton brothers gang was an early 20th-century American outlaw group known for a series of bank and train robberies carried out by the Newton siblings across the Midwest and Southwest.
  • A. 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.
  • B. Jackson brothers
    The Jackson brothers are a group of American siblings best known as members of the pioneering pop and R&B group The Jackson 5, which launched the career of Michael Jackson.
  • C. Jarrett gang
    The Jarrett gang is a ruthless criminal outfit in the classic film "White Heat," notorious for its violent robberies and led by the psychopathic gangster Cody Jarrett.
  • D. Wilson brothers
    The Wilson brothers are a family of American actors and filmmakers, best known for the careers of siblings Owen, Luke, and Andrew Wilson in Hollywood comedies and independent films.
  • E. Dalton Gang
    The Dalton Gang was a notorious group of outlaws in the American Old West known for robbing banks and trains, culminating in their infamous failed double bank robbery in Coffeyville, Kansas, in 1892.
  • 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_69e0b4cac7a48190a715cb3d545df2b4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c28a4584819084d2d02febe47001 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef9bcc6c8190a594a7c083cca572 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f36a492481908518eba744452df0 completed May 16, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a08f43e36588190a556a19b9dbb738b completed May 16, 2026, 10:48 p.m.
Created at: April 16, 2026, 12:38 p.m.