Triple
T7060077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Stross |
E164193
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Accelerando
Accelerando is a science fiction novel by Charles Stross that follows multiple generations of a family navigating the rapid approach and aftermath of a technological singularity.
|
E638226
|
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: Accelerando | Statement: [Charles Stross, notableWork, Accelerando]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Accelerando Context triple: [Charles Stross, notableWork, Accelerando]
-
A.
Accelerate
Accelerate is a song by the Christian rock band Liberation, known for its energetic style and uplifting, faith-centered lyrics.
-
B.
Faster
Faster is a 2010 American action thriller film starring Dwayne Johnson as an ex-con seeking revenge after his brother’s murder.
-
C.
Maximum Overdrive
Maximum Overdrive is a 1986 horror-comedy film written and directed by Stephen King, in which machines suddenly become homicidal and terrorize a group of people trapped at a truck stop.
-
D.
Full Throttle
Full Throttle is a horror and dark fantasy short story collection by Joe Hill that showcases his signature blend of suspenseful, character-driven tales.
-
E.
Full Throttle
Full Throttle is a 1995 LucasArts graphic adventure game set in a biker-themed, dystopian future, known for its cinematic storytelling, rock soundtrack, and dark humor.
- 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: Accelerando Triple: [Charles Stross, notableWork, Accelerando]
Generated description
Accelerando is a science fiction novel by Charles Stross that follows multiple generations of a family navigating the rapid approach and aftermath of a technological singularity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Accelerando Target entity description: Accelerando is a science fiction novel by Charles Stross that follows multiple generations of a family navigating the rapid approach and aftermath of a technological singularity.
-
A.
Accelerate
Accelerate is a song by the Christian rock band Liberation, known for its energetic style and uplifting, faith-centered lyrics.
-
B.
Faster
Faster is a 2010 American action thriller film starring Dwayne Johnson as an ex-con seeking revenge after his brother’s murder.
-
C.
Maximum Overdrive
Maximum Overdrive is a 1986 horror-comedy film written and directed by Stephen King, in which machines suddenly become homicidal and terrorize a group of people trapped at a truck stop.
-
D.
Full Throttle
Full Throttle is a horror and dark fantasy short story collection by Joe Hill that showcases his signature blend of suspenseful, character-driven tales.
-
E.
Full Throttle
Full Throttle is a 1995 LucasArts graphic adventure game set in a biker-themed, dystopian future, known for its cinematic storytelling, rock soundtrack, and dark humor.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e458ad9c81908c3f492b317ce291 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788af20cc819084542035410aafbd |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c78968b8588190b26afb5fe1a976db |
completed | March 28, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78a520b4081908b4822fb55c3dab9 |
completed | March 28, 2026, 7:59 a.m. |
Created at: March 27, 2026, 2:38 p.m.