Triple

T20382167
Position Surface form Disambiguated ID Type / Status
Subject George Elias Barker E497861 entity
Predicate relative P37 FINISHED
Object Lloyd Barker
Lloyd Barker was an American gangster best known as one of the infamous Barker–Karpis gang members during the early 20th century.
 E497513 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: Lloyd Barker | Statement: [George Elias Barker, relative, Lloyd Barker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lloyd Barker
Context triple: [George Elias Barker, relative, Lloyd Barker]
  • A. Lloyd Barker
    Lloyd Barker is the son of Arrie Clark, known primarily in relation to her life and family.
  • B. Lloyd Barker
    Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
  • C. Lloyd Warren
    Lloyd Warren was an American architect and educator known for co-founding the Beaux-Arts Institute of Design in New York City.
  • D. Lester Ballard
    Lester Ballard is the violent, mentally unstable drifter and antihero at the center of Cormac McCarthy’s novel "Child of God," known for his descent into extreme depravity and isolation in rural Tennessee.
  • E. Lloyd Hubler
    Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
  • 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: Lloyd Barker
Triple: [George Elias Barker, relative, Lloyd Barker]
Generated description
Lloyd Barker was an American gangster best known as one of the infamous Barker–Karpis gang members during the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lloyd Barker
Target entity description: Lloyd Barker was an American gangster best known as one of the infamous Barker–Karpis gang members during the early 20th century.
  • A. Lloyd Barker chosen
    Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
  • B. Lloyd Barker
    Lloyd Barker is the son of Arrie Clark, known primarily in relation to her life and family.
  • C. Lloyd Warren
    Lloyd Warren was an American architect and educator known for co-founding the Beaux-Arts Institute of Design in New York City.
  • D. Lester Ballard
    Lester Ballard is the violent, mentally unstable drifter and antihero at the center of Cormac McCarthy’s novel "Child of God," known for his descent into extreme depravity and isolation in rural Tennessee.
  • E. Lloyd Hubler
    Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
  • F. None of above.

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_69e0b4a5b7908190a972e4e7e698ae94 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678b208ec8190a09bf5fd947a2a02 completed April 20, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bafeede88190be35cac9cce47e21 completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbc5d9dc8190a6c58039a27ba9ae completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bcbfc45881909af82e14f84ecd23 completed May 16, 2026, 6:51 p.m.
Created at: April 16, 2026, 11:27 a.m.