Triple
T7657714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Brin |
E173427
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Brightness Reef
Brightness Reef is a science fiction novel by David Brin set in his Uplift universe, exploring themes of alien contact, genetic engineering, and interstellar politics on a remote, secretive colony world.
|
E679733
|
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: Brightness Reef | Statement: [David Brin, notableWork, Brightness Reef]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brightness Reef Context triple: [David Brin, notableWork, Brightness Reef]
-
A.
Lighthouse Reef (dive site)
Lighthouse Reef is a popular shore-accessible dive site near Dahab in Egypt’s Red Sea, known for its clear waters, vibrant coral formations, and abundant marine life.
-
B.
Stingray Bay
Stingray Bay is a marine exhibit featuring live stingrays that visitors can observe and often interact with in an immersive aquarium setting.
-
C.
Shark Wreck Reef
Shark Wreck Reef is a themed area at SeaWorld Orlando centered around sharks and oceanic shipwreck environments, featuring related attractions, exhibits, and dining.
-
D.
Wild Reef
Wild Reef is a major Shedd Aquarium exhibit that recreates a vibrant coral reef ecosystem, featuring sharks, rays, and diverse tropical marine life.
-
E.
Scar Reef
Scar Reef is a renowned and powerful surf break off the coast of Sumbawa in Indonesia, known for its heavy, hollow waves that attract experienced surfers.
- 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: Brightness Reef Triple: [David Brin, notableWork, Brightness Reef]
Generated description
Brightness Reef is a science fiction novel by David Brin set in his Uplift universe, exploring themes of alien contact, genetic engineering, and interstellar politics on a remote, secretive colony world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brightness Reef Target entity description: Brightness Reef is a science fiction novel by David Brin set in his Uplift universe, exploring themes of alien contact, genetic engineering, and interstellar politics on a remote, secretive colony world.
-
A.
Lighthouse Reef (dive site)
Lighthouse Reef is a popular shore-accessible dive site near Dahab in Egypt’s Red Sea, known for its clear waters, vibrant coral formations, and abundant marine life.
-
B.
Stingray Bay
Stingray Bay is a marine exhibit featuring live stingrays that visitors can observe and often interact with in an immersive aquarium setting.
-
C.
Shark Wreck Reef
Shark Wreck Reef is a themed area at SeaWorld Orlando centered around sharks and oceanic shipwreck environments, featuring related attractions, exhibits, and dining.
-
D.
Wild Reef
Wild Reef is a major Shedd Aquarium exhibit that recreates a vibrant coral reef ecosystem, featuring sharks, rays, and diverse tropical marine life.
-
E.
Scar Reef
Scar Reef is a renowned and powerful surf break off the coast of Sumbawa in Indonesia, known for its heavy, hollow waves that attract experienced surfers.
- 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7019161548190855a5b1e9f5d7e99 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b0d345081909a1d4475fa3876f5 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89d77b7cc81908120da0121c94537 |
completed | March 29, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 3:59 p.m.