Triple
T7060088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Stross |
E164193
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Nightmare Stacks
The Nightmare Stacks is a science fiction novel by Charles Stross that blends Lovecraftian horror, espionage, and bureaucratic satire within his Laundry Files series.
|
E638237
|
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 Nightmare Stacks | Statement: [Charles Stross, notableWork, The Nightmare Stacks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Nightmare Stacks Context triple: [Charles Stross, notableWork, The Nightmare Stacks]
-
A.
The Twisted Ones
The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
-
B.
NOS4A2
NOS4A2 is a horror novel by Joe Hill that follows a woman with a supernatural gift as she confronts a child-abducting immortal who feeds on souls in a twisted Christmas-themed realm.
-
C.
The Mangler
The Mangler is a horror short story by Stephen King about a possessed industrial laundry machine that becomes the source of gruesome deaths.
-
D.
Office of the Dead
The Office of the Dead is a traditional set of prayers in the Roman Catholic liturgy, recited for the souls of the deceased, especially in connection with funerals and All Souls’ Day.
-
E.
Hotel of Doom
The "Hotel of Doom" is the ominous nickname for North Korea’s unfinished, pyramid-shaped Ryugyong Hotel in Pyongyang, long notorious as a symbol of stalled ambition and architectural failure.
- 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 Nightmare Stacks Triple: [Charles Stross, notableWork, The Nightmare Stacks]
Generated description
The Nightmare Stacks is a science fiction novel by Charles Stross that blends Lovecraftian horror, espionage, and bureaucratic satire within his Laundry Files series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Nightmare Stacks Target entity description: The Nightmare Stacks is a science fiction novel by Charles Stross that blends Lovecraftian horror, espionage, and bureaucratic satire within his Laundry Files series.
-
A.
The Twisted Ones
The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
-
B.
NOS4A2
NOS4A2 is a horror novel by Joe Hill that follows a woman with a supernatural gift as she confronts a child-abducting immortal who feeds on souls in a twisted Christmas-themed realm.
-
C.
The Mangler
The Mangler is a horror short story by Stephen King about a possessed industrial laundry machine that becomes the source of gruesome deaths.
-
D.
Office of the Dead
The Office of the Dead is a traditional set of prayers in the Roman Catholic liturgy, recited for the souls of the deceased, especially in connection with funerals and All Souls’ Day.
-
E.
Hotel of Doom
The "Hotel of Doom" is the ominous nickname for North Korea’s unfinished, pyramid-shaped Ryugyong Hotel in Pyongyang, long notorious as a symbol of stalled ambition and architectural failure.
- 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.