Triple

T5052097
Position Surface form Disambiguated ID Type / Status
Subject Alvin Karpis E113808 entity
Predicate associatedWith P37 FINISHED
Object Barker family
The Barker family was a notorious American criminal clan of the early 20th century, infamous for its involvement in bank robberies, kidnappings, and organized crime during the Depression era.
 E491108 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: Barker family | Statement: [Alvin Karpis, associatedWith, Barker family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barker family
Context triple: [Alvin Karpis, associatedWith, Barker family]
  • A. Bicker family
    The Bicker family was a powerful and influential patrician dynasty in Amsterdam, prominent in Dutch politics and commerce during the Dutch Golden Age.
  • B. Barry family
    The Barry family is an Irish noble lineage historically associated with County Cork and notable for its influence in medieval and early modern Ireland.
  • C. Birchard family
    The Birchard family is an American family notable for its connection to historical figures such as Sophia Birchard Hayes and, through extended relations, President Rutherford B. Hayes.
  • D. Bodden family
    The Bodden family is a prominent lineage in the Cayman Islands whose historical influence and presence in the area led to Bodden Town being named in their honor.
  • E. Berylson family
    The Berylson family is a philanthropic family recognized for its significant support of educational and athletic institutions.
  • 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: Barker family
Triple: [Alvin Karpis, associatedWith, Barker family]
Generated description
The Barker family was a notorious American criminal clan of the early 20th century, infamous for its involvement in bank robberies, kidnappings, and organized crime during the Depression era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barker family
Target entity description: The Barker family was a notorious American criminal clan of the early 20th century, infamous for its involvement in bank robberies, kidnappings, and organized crime during the Depression era.
  • A. Bicker family
    The Bicker family was a powerful and influential patrician dynasty in Amsterdam, prominent in Dutch politics and commerce during the Dutch Golden Age.
  • B. Barry family
    The Barry family is an Irish noble lineage historically associated with County Cork and notable for its influence in medieval and early modern Ireland.
  • C. Birchard family
    The Birchard family is an American family notable for its connection to historical figures such as Sophia Birchard Hayes and, through extended relations, President Rutherford B. Hayes.
  • D. Bodden family
    The Bodden family is a prominent lineage in the Cayman Islands whose historical influence and presence in the area led to Bodden Town being named in their honor.
  • E. Berylson family
    The Berylson family is a philanthropic family recognized for its significant support of educational and athletic institutions.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7428d7a88190b990aedae390acbe completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea483b6cc8190b3b48598a291d708 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea5e902a88190a96a0dea88d3952e completed March 21, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69bea9961f8c8190b7ac93e199aa76d7 completed March 21, 2026, 2:22 p.m.
Created at: March 20, 2026, 1:37 p.m.