Triple
T15039933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gail Carriger |
E378572
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Changeless
"Changeless" is a steampunk paranormal romance novel by Gail Carriger, part of her popular Parasol Protectorate series blending Victorian-era fantasy, humor, and supernatural intrigue.
|
E1133327
|
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: Changeless | Statement: [Gail Carriger, notableWork, Changeless]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changeless Context triple: [Gail Carriger, notableWork, Changeless]
-
A.
Perpetual Change
"Perpetual Change" is a progressive rock song by the band Yes, known for its complex structure, shifting time signatures, and philosophical lyrics, and appearing as a key track on their 1971 release *The Yes Album*.
-
B.
Some Things Never Change
"Some Things Never Change" is a 1997 studio album by British rock band Supertramp that marked their return to a more classic progressive pop-rock sound after a long recording hiatus.
-
C.
A Change
"A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
-
D.
It Don’t Have to Change
"It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
-
E.
It Changes
"It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
- 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: Changeless Triple: [Gail Carriger, notableWork, Changeless]
Generated description
"Changeless" is a steampunk paranormal romance novel by Gail Carriger, part of her popular Parasol Protectorate series blending Victorian-era fantasy, humor, and supernatural intrigue.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changeless Target entity description: "Changeless" is a steampunk paranormal romance novel by Gail Carriger, part of her popular Parasol Protectorate series blending Victorian-era fantasy, humor, and supernatural intrigue.
-
A.
Perpetual Change
"Perpetual Change" is a progressive rock song by the band Yes, known for its complex structure, shifting time signatures, and philosophical lyrics, and appearing as a key track on their 1971 release *The Yes Album*.
-
B.
Some Things Never Change
"Some Things Never Change" is a 1997 studio album by British rock band Supertramp that marked their return to a more classic progressive pop-rock sound after a long recording hiatus.
-
C.
A Change
"A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
-
D.
It Don’t Have to Change
"It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
-
E.
It Changes
"It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
- 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82e79a481908ddb9609af8c4407 |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9de1c3a48190a9b3959a95627175 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fe9fdba3c48190b1d370f7c066801f |
completed | May 9, 2026, 2:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea0b87db881909607bcf0df5b0979 |
completed | May 9, 2026, 2:49 a.m. |
Created at: April 10, 2026, 3 a.m.