Triple
T7060093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Stross |
E164193
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Season of Skulls
Season of Skulls is a 2023 science fantasy novel by Charles Stross set in his Laundry Files universe, blending occult espionage, alternate history, and dark humor.
|
E638242
|
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: Season of Skulls | Statement: [Charles Stross, notableWork, Season of Skulls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Season of Skulls Context triple: [Charles Stross, notableWork, Season of Skulls]
-
A.
Platform of the Skulls
Platform of the Skulls is a carved stone platform at the Maya archaeological site of Chichén Itzá, notable for its reliefs depicting rows of skulls associated with ritual sacrifice and warfare.
-
B.
Pile O’ Bones
Pile O’ Bones was the original name of Regina, Saskatchewan, reflecting its origins as a settlement near large piles of bison bones on the Canadian prairie.
-
C.
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.
-
D.
Bag of Bones
Bag of Bones is a 1998 supernatural horror novel by Stephen King that follows a grieving novelist haunted by ghosts and buried secrets in a lakeside town.
-
E.
The Yawning Grave
"The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged sound.
- 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: Season of Skulls Triple: [Charles Stross, notableWork, Season of Skulls]
Generated description
Season of Skulls is a 2023 science fantasy novel by Charles Stross set in his Laundry Files universe, blending occult espionage, alternate history, and dark humor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Season of Skulls Target entity description: Season of Skulls is a 2023 science fantasy novel by Charles Stross set in his Laundry Files universe, blending occult espionage, alternate history, and dark humor.
-
A.
Platform of the Skulls
Platform of the Skulls is a carved stone platform at the Maya archaeological site of Chichén Itzá, notable for its reliefs depicting rows of skulls associated with ritual sacrifice and warfare.
-
B.
Pile O’ Bones
Pile O’ Bones was the original name of Regina, Saskatchewan, reflecting its origins as a settlement near large piles of bison bones on the Canadian prairie.
-
C.
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.
-
D.
Bag of Bones
Bag of Bones is a 1998 supernatural horror novel by Stephen King that follows a grieving novelist haunted by ghosts and buried secrets in a lakeside town.
-
E.
The Yawning Grave
"The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged sound.
- 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.