Triple
T5052118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barker–Karpis gang |
E113809
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Arthur "Doc" Barker
Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
|
E491109
|
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: Arthur "Doc" Barker | Statement: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur "Doc" Barker Context triple: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
-
A.
Bugs Moran
Bugs Moran was a notorious American gangster and bootlegger in Chicago during the Prohibition era, best known as a rival of Al Capone and a target of the St. Valentine’s Day Massacre.
-
B.
Buford "Mad Dog" Tannen
Buford "Mad Dog" Tannen is the ruthless, hot-tempered outlaw and ancestor of Biff Tannen who serves as the main antagonist in the Old West setting of Back to the Future Part III.
-
C.
Joker Marchant
Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
-
D.
Mal Cobb
Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
-
E.
Mickey Goldmill
Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
- 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: Arthur "Doc" Barker Triple: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
Generated description
Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur "Doc" Barker Target entity description: Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
-
A.
Bugs Moran
Bugs Moran was a notorious American gangster and bootlegger in Chicago during the Prohibition era, best known as a rival of Al Capone and a target of the St. Valentine’s Day Massacre.
-
B.
Buford "Mad Dog" Tannen
Buford "Mad Dog" Tannen is the ruthless, hot-tempered outlaw and ancestor of Biff Tannen who serves as the main antagonist in the Old West setting of Back to the Future Part III.
-
C.
Joker Marchant
Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
-
D.
Mal Cobb
Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
-
E.
Mickey Goldmill
Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
- 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.