Triple
T15368775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark "Chopper" Read |
E367486
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Chopper 2: Hits and Memories
Chopper 2: Hits and Memories is a follow-up book by Australian criminal-turned-author Mark "Chopper" Read, continuing his darkly comic and violent autobiographical tales from the underworld.
|
E1154546
|
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: Chopper 2: Hits and Memories | Statement: [Mark "Chopper" Read, notableWork, Chopper 2: Hits and Memories]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chopper 2: Hits and Memories Context triple: [Mark "Chopper" Read, notableWork, Chopper 2: Hits and Memories]
-
A.
Chopper
Chopper is a 2000 Australian crime drama film in which Eric Bana portrays notorious criminal Mark "Chopper" Read.
-
B.
Bad Chopper
Bad Chopper is a punk rock band fronted by former Ramones bassist C.J. Ramone, known for carrying forward the classic punk sound.
-
C.
Chopper City
"Chopper City" is a 1996 debut studio album by New Orleans rapper B.G., known for its gritty depiction of street life and its role in establishing Cash Money Records’ early sound.
-
D.
Chopper City in the Ghetto
"Chopper City in the Ghetto" is a 1999 Southern hip hop album by New Orleans rapper B.G., known for its gritty street narratives and for helping popularize the Cash Money Records sound.
-
E.
Chop Shop
Chop Shop is a critically acclaimed 2007 independent drama film set in Queens, New York, following a young boy working in an auto-body repair district, directed by Ramin Bahrani.
- 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: Chopper 2: Hits and Memories Triple: [Mark "Chopper" Read, notableWork, Chopper 2: Hits and Memories]
Generated description
Chopper 2: Hits and Memories is a follow-up book by Australian criminal-turned-author Mark "Chopper" Read, continuing his darkly comic and violent autobiographical tales from the underworld.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chopper 2: Hits and Memories Target entity description: Chopper 2: Hits and Memories is a follow-up book by Australian criminal-turned-author Mark "Chopper" Read, continuing his darkly comic and violent autobiographical tales from the underworld.
-
A.
Chopper
Chopper is a 2000 Australian crime drama film in which Eric Bana portrays notorious criminal Mark "Chopper" Read.
-
B.
Bad Chopper
Bad Chopper is a punk rock band fronted by former Ramones bassist C.J. Ramone, known for carrying forward the classic punk sound.
-
C.
Chopper City
"Chopper City" is a 1996 debut studio album by New Orleans rapper B.G., known for its gritty depiction of street life and its role in establishing Cash Money Records’ early sound.
-
D.
Chopper City in the Ghetto
"Chopper City in the Ghetto" is a 1999 Southern hip hop album by New Orleans rapper B.G., known for its gritty street narratives and for helping popularize the Cash Money Records sound.
-
E.
Chop Shop
Chop Shop is a critically acclaimed 2007 independent drama film set in Queens, New York, following a young boy working in an auto-body repair district, directed by Ramin Bahrani.
- 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e4b88a881909f9575c02aed287d |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff13457418819088232270b092c969 |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff142e99e081909d01cac0416f1bde |
completed | May 9, 2026, 11:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14c61eb08190ba854b541eb1ce14 |
completed | May 9, 2026, 11:04 a.m. |
Created at: April 10, 2026, 3:18 a.m.