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.