Triple
T5102193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Discovery Channel |
E115005
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
American Chopper
American Chopper is a reality television series that follows the custom motorcycle-building Teutul family and their shop, Orange County Choppers.
|
E494269
|
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: American Chopper | Statement: [Discovery Channel, hasProgram, American Chopper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Chopper Context triple: [Discovery Channel, hasProgram, American Chopper]
-
A.
Hell on Wheels
Hell on Wheels is an American Western television drama series that follows the construction of the First Transcontinental Railroad after the Civil War, focusing on the lawless mobile encampment that moves with the railroad’s progress.
-
B.
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.
-
C.
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.
-
D.
Chopper
Chopper is a 2000 Australian crime drama film in which Eric Bana portrays notorious criminal Mark "Chopper" Read.
-
E.
Silverado
Silverado is a 1985 ensemble Western film directed and co-written by Lawrence Kasdan, known for revitalizing the classic Hollywood Western with a modern, adventurous tone.
- 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: American Chopper Triple: [Discovery Channel, hasProgram, American Chopper]
Generated description
American Chopper is a reality television series that follows the custom motorcycle-building Teutul family and their shop, Orange County Choppers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Chopper Target entity description: American Chopper is a reality television series that follows the custom motorcycle-building Teutul family and their shop, Orange County Choppers.
-
A.
Hell on Wheels
Hell on Wheels is an American Western television drama series that follows the construction of the First Transcontinental Railroad after the Civil War, focusing on the lawless mobile encampment that moves with the railroad’s progress.
-
B.
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.
-
C.
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.
-
D.
Chopper
Chopper is a 2000 Australian crime drama film in which Eric Bana portrays notorious criminal Mark "Chopper" Read.
-
E.
Silverado
Silverado is a 1985 ensemble Western film directed and co-written by Lawrence Kasdan, known for revitalizing the classic Hollywood Western with a modern, adventurous tone.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7584ed408190a6d1086588f24faa |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba9106ec8190839a7de183efa359 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebafeeca08190baa9344d8628f325 |
completed | March 21, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc3ba76c8190a141ff7366a94f60 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:41 p.m.