Triple
T20382157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Elias Barker |
E497861
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Barker-Karpis gang |
—
|
NE NERFINISHED |
How this triple was built (2 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-Karpis gang | Statement: [George Elias Barker, associatedWith, Barker-Karpis gang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barker-Karpis gang Context triple: [George Elias Barker, associatedWith, Barker-Karpis gang]
-
A.
Barker–Karpis gang
chosen
The Barker–Karpis gang was a notorious American criminal organization of the early 20th century known for bank robberies, kidnappings, and violent crimes during the Depression era.
-
B.
Dillinger Gang
The Dillinger Gang was a notorious group of Depression-era American bank robbers led by John Dillinger, infamous for a string of daring heists and violent confrontations with law enforcement in the early 1930s.
-
C.
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.
-
D.
James–Younger Gang
The James–Younger Gang was a notorious 19th-century American outlaw group led by Jesse James and Cole Younger, infamous for bank and train robberies across the Midwest after the Civil War.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 11:27 a.m.