Triple

T11261098
Position Surface form Disambiguated ID Type / Status
Subject Devin Grayson E266560 entity
Predicate notableWork P4 FINISHED
Object User (novel)
*User* is a cyberpunk-influenced science fiction novel by Devin Grayson that explores virtual reality, identity, and the blurred boundaries between online and offline lives.
E914822 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: User (novel) | Statement: [Devin Grayson, notableWork, User (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: User (novel)
Context triple: [Devin Grayson, notableWork, User (novel)]
  • A. The Literary Character
    The Literary Character is an early 19th-century work of literary criticism and reflection that explores the lives, habits, and social conditions of authors and men of letters.
  • B. the narrator
    The narrator is an aviator stranded in the Sahara Desert who recounts his encounters with the Little Prince and reflects on themes of childhood, imagination, and human nature.
  • C. The Protagonist
    The Protagonist is the unnamed, time-inverting secret agent who drives the complex temporal espionage narrative in Christopher Nolan’s film "Tenet."
  • D. StarWriter
    StarWriter is a word processing application that was part of the StarOffice office suite, serving as its primary tool for creating and editing text documents.
  • E. the Narrator
    The Narrator is the central observing voice in the opera adaptation of Edgar Allan Poe’s “The Fall of the House of Usher,” through whose perspective the eerie decline of the Usher family is revealed.
  • 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: User (novel)
Triple: [Devin Grayson, notableWork, User (novel)]
Generated description
*User* is a cyberpunk-influenced science fiction novel by Devin Grayson that explores virtual reality, identity, and the blurred boundaries between online and offline lives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: User (novel)
Target entity description: *User* is a cyberpunk-influenced science fiction novel by Devin Grayson that explores virtual reality, identity, and the blurred boundaries between online and offline lives.
  • A. The Literary Character
    The Literary Character is an early 19th-century work of literary criticism and reflection that explores the lives, habits, and social conditions of authors and men of letters.
  • B. the narrator
    The narrator is an aviator stranded in the Sahara Desert who recounts his encounters with the Little Prince and reflects on themes of childhood, imagination, and human nature.
  • C. The Protagonist
    The Protagonist is the unnamed, time-inverting secret agent who drives the complex temporal espionage narrative in Christopher Nolan’s film "Tenet."
  • D. StarWriter
    StarWriter is a word processing application that was part of the StarOffice office suite, serving as its primary tool for creating and editing text documents.
  • E. the Narrator
    The Narrator is the central observing voice in the opera adaptation of Edgar Allan Poe’s “The Fall of the House of Usher,” through whose perspective the eerie decline of the Usher family is revealed.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e94c066c8190be1e032eb328e5fe completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccba233481909f00ebe2237c4f0c completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.