Triple
T1835535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gregory Benford |
E41056
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Furious Gulf
Furious Gulf is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against machine intelligences in a far-future universe.
|
E206708
|
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: Furious Gulf | Statement: [Gregory Benford, notableWork, Furious Gulf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Furious Gulf Context triple: [Gregory Benford, notableWork, Furious Gulf]
-
A.
Wake of the Flood
"Wake of the Flood" is a 1973 studio album by the Grateful Dead that marked their first release on their own label and introduced a jazzier, more polished sound to their music.
-
B.
Uproar
"Uproar" is a popular 2018 hip-hop single by Lil Wayne, known for its energetic beat, viral dance challenge, and prominent use of a classic G Herbo/DMX-style sample.
-
C.
River Suck
River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
-
D.
Follow the Fleet
Follow the Fleet is a 1936 Hollywood musical film starring Fred Astaire and Ginger Rogers, known for its dance sequences, romantic comedy plot, and classic Irving Berlin songs.
-
E.
Center of the Storm
Center of the Storm is the autobiography of John T. Scopes, reflecting on his role in the famous 1925 "Scopes Monkey Trial" over the teaching of evolution in American public schools.
- 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: Furious Gulf Triple: [Gregory Benford, notableWork, Furious Gulf]
Generated description
Furious Gulf is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against machine intelligences in a far-future universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Furious Gulf Target entity description: Furious Gulf is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against machine intelligences in a far-future universe.
-
A.
Wake of the Flood
"Wake of the Flood" is a 1973 studio album by the Grateful Dead that marked their first release on their own label and introduced a jazzier, more polished sound to their music.
-
B.
Uproar
"Uproar" is a popular 2018 hip-hop single by Lil Wayne, known for its energetic beat, viral dance challenge, and prominent use of a classic G Herbo/DMX-style sample.
-
C.
River Suck
River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
-
D.
Follow the Fleet
Follow the Fleet is a 1936 Hollywood musical film starring Fred Astaire and Ginger Rogers, known for its dance sequences, romantic comedy plot, and classic Irving Berlin songs.
-
E.
Center of the Storm
Center of the Storm is the autobiography of John T. Scopes, reflecting on his role in the famous 1925 "Scopes Monkey Trial" over the teaching of evolution in American public schools.
- 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_69a88647f9388190909bc36e795bdaec |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb026aa7c8190bc988d3ee0fd9f41 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9b4b4f08190a0e5ad50de5c0ba8 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcd9359b88190ad312ff0389ff1a6 |
completed | March 8, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adce11558c8190bd8c6341837eb792 |
completed | March 8, 2026, 7:29 p.m. |
Created at: March 4, 2026, 7:33 p.m.