Triple
T5052115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barker–Karpis gang |
E113809
|
entity |
| Predicate | leader |
P981
|
FINISHED |
| Object | Ma Barker |
E114155
|
NE FINISHED |
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: Ma Barker | Statement: [Barker–Karpis gang, leader, Ma Barker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ma Barker Context triple: [Barker–Karpis gang, leader, Ma Barker]
-
A.
Ma Barker
chosen
Ma Barker was a notorious American crime matriarch of the early 20th century, associated with the Barker–Karpis gang and widely (though controversially) portrayed as the mastermind behind her sons’ criminal activities.
-
B.
Bonnie Parker
Bonnie Parker was an American outlaw who, alongside Clyde Barrow, became infamous during the Great Depression for a cross-country crime spree that captured national attention and later inspired numerous films and books.
-
C.
Lucy Barker
Lucy Barker is the main character portrayed by Lucille Ball in the 1986 American sitcom "Life with Lucy."
-
D.
Elizabeth Jane Cochran
Elizabeth Jane Cochran, better known by her pen name Nellie Bly, was a pioneering American investigative journalist famed for her undercover exposés and record-setting trip around the world.
-
E.
Marian Marsh
Marian Marsh was a Canadian-born American film actress best known for her leading roles in early 1930s Hollywood dramas and crime films.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69beb0fd25c081909ddf2d8eb77f33e7 |
completed | March 21, 2026, 2:53 p.m. |
Created at: March 20, 2026, 1:37 p.m.