Triple
T4805627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Baxter |
E106938
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Stone Spring
Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
|
E469529
|
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: Stone Spring | Statement: [Stephen Baxter, notableWork, Stone Spring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stone Spring Context triple: [Stephen Baxter, notableWork, Stone Spring]
-
A.
Poodle Springs
Poodle Springs is an unfinished hardboiled detective novel begun by Raymond Chandler and posthumously completed by Robert B. Parker, featuring Chandler’s iconic private investigator Philip Marlowe.
-
B.
Shingle Springs
Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
-
C.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
-
D.
Hunt’s Spring
Hunt’s Spring was a natural water source in present-day Huntsville, Alabama, around which the original settlement developed and from which the city later took its name.
-
E.
Hot Creek
Hot Creek is a geothermally heated stream in eastern California known for its hot springs, fumaroles, and striking volcanic landscape.
- 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: Stone Spring Triple: [Stephen Baxter, notableWork, Stone Spring]
Generated description
Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stone Spring Target entity description: Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
-
A.
Poodle Springs
Poodle Springs is an unfinished hardboiled detective novel begun by Raymond Chandler and posthumously completed by Robert B. Parker, featuring Chandler’s iconic private investigator Philip Marlowe.
-
B.
Shingle Springs
Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
-
C.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
-
D.
Hunt’s Spring
Hunt’s Spring was a natural water source in present-day Huntsville, Alabama, around which the original settlement developed and from which the city later took its name.
-
E.
Hot Creek
Hot Creek is a geothermally heated stream in eastern California known for its hot springs, fumaroles, and striking volcanic landscape.
- 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.