Triple
T16883646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Lynch |
E421482
|
entity |
| Predicate | hasDiscographyEntry |
P1995
|
FINISHED |
| Object |
The Craig Machine (album)
The Craig Machine is a comedy music album by American comedian and singer-songwriter Stephen Lynch, featuring humorous, often irreverent songs performed in his signature acoustic style.
|
E1238947
|
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: The Craig Machine (album) | Statement: [Stephen Lynch, hasDiscographyEntry, The Craig Machine (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Craig Machine (album) Context triple: [Stephen Lynch, hasDiscographyEntry, The Craig Machine (album)]
-
A.
Shock Machine
Shock Machine is the solo musical project of James Righton, blending synth-driven pop and psychedelic influences.
-
B.
This Machine
"This Machine" is a 2012 studio album by American alternative rock band The Dandy Warhols, noted for its darker, more stripped-down sound compared to their earlier work.
-
C.
Comedown Machine
Comedown Machine is the fifth studio album by American rock band The Strokes, known for its synth-infused, experimental departure from their earlier garage rock sound.
-
D.
Crash (album)
Crash is a 1996 studio album by the Dave Matthews Band that became one of their most commercially successful and critically acclaimed releases, featuring hits like "Crash into Me."
-
E.
Frankie Machine
Frankie Machine is the troubled, heroin-addicted card dealer and aspiring drummer at the center of Nelson Algren’s novel and its film adaptation The Man with the Golden Arm.
- 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: The Craig Machine (album) Triple: [Stephen Lynch, hasDiscographyEntry, The Craig Machine (album)]
Generated description
The Craig Machine is a comedy music album by American comedian and singer-songwriter Stephen Lynch, featuring humorous, often irreverent songs performed in his signature acoustic style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Craig Machine (album) Target entity description: The Craig Machine is a comedy music album by American comedian and singer-songwriter Stephen Lynch, featuring humorous, often irreverent songs performed in his signature acoustic style.
-
A.
Shock Machine
Shock Machine is the solo musical project of James Righton, blending synth-driven pop and psychedelic influences.
-
B.
This Machine
"This Machine" is a 2012 studio album by American alternative rock band The Dandy Warhols, noted for its darker, more stripped-down sound compared to their earlier work.
-
C.
Comedown Machine
Comedown Machine is the fifth studio album by American rock band The Strokes, known for its synth-infused, experimental departure from their earlier garage rock sound.
-
D.
Crash (album)
Crash is a 1996 studio album by the Dave Matthews Band that became one of their most commercially successful and critically acclaimed releases, featuring hits like "Crash into Me."
-
E.
Frankie Machine
Frankie Machine is the troubled, heroin-addicted card dealer and aspiring drummer at the center of Nelson Algren’s novel and its film adaptation The Man with the Golden Arm.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3bbbf0cec819084216807601afad1 |
completed | April 18, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2baece88190ad9821219dff7e27 |
completed | May 10, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a00c3719c88819080279147f9bc415e |
completed | May 10, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c4850dec819085ae8b51c94c11e7 |
completed | May 10, 2026, 5:46 p.m. |
Created at: April 10, 2026, 5:29 a.m.