Triple
T4805615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Baxter |
E106938
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Flux
Flux is a hard science fiction novel by Stephen Baxter that explores life in extreme environments on a subatomic scale within a neutron star.
|
E469518
|
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: Flux | Statement: [Stephen Baxter, notableWork, Flux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flux Context triple: [Stephen Baxter, notableWork, Flux]
-
A.
Flux
Flux is a GitOps-based continuous delivery tool for Kubernetes that automates deploying and reconciling application state from version-controlled configuration.
-
B.
Flume
"Flume" is a song by Bon Iver, featured as one of the tracks on his critically acclaimed debut album *For Emma, Forever Ago*.
-
C.
Plume
Plume is an American paperback imprint of Penguin Random House known for publishing a wide range of contemporary fiction and nonfiction titles.
-
D.
Lightwater
Lightwater is a village and civil parish in the English county of Surrey, known for its residential character and proximity to heathland and countryside.
-
E.
Flake
"Flake" is a laid-back, acoustic surf-folk song by Jack Johnson that helped establish his mellow, beach-inspired musical style.
- 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: Flux Triple: [Stephen Baxter, notableWork, Flux]
Generated description
Flux is a hard science fiction novel by Stephen Baxter that explores life in extreme environments on a subatomic scale within a neutron star.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flux Target entity description: Flux is a hard science fiction novel by Stephen Baxter that explores life in extreme environments on a subatomic scale within a neutron star.
-
A.
Flux
Flux is a GitOps-based continuous delivery tool for Kubernetes that automates deploying and reconciling application state from version-controlled configuration.
-
B.
Flume
"Flume" is a song by Bon Iver, featured as one of the tracks on his critically acclaimed debut album *For Emma, Forever Ago*.
-
C.
Plume
Plume is an American paperback imprint of Penguin Random House known for publishing a wide range of contemporary fiction and nonfiction titles.
-
D.
Lightwater
Lightwater is a village and civil parish in the English county of Surrey, known for its residential character and proximity to heathland and countryside.
-
E.
Flake
"Flake" is a laid-back, acoustic surf-folk song by Jack Johnson that helped establish his mellow, beach-inspired musical style.
- 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_69bd43f6a1e08190bf0a372bfc336ee5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c678e58819094cdf18d8c5ea96f |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be440706888190a5f62bef629d3777 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be45e0c5a48190b9e390048c863f06 |
completed | March 21, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be46ef17588190a9bc179029e0a6a0 |
completed | March 21, 2026, 7:21 a.m. |
Created at: March 20, 2026, 1:23 p.m.