Triple

T16123952
Position Surface form Disambiguated ID Type / Status
Subject Nathan Bateman E391216 entity
Predicate employer P7 FINISHED
Object Blue Book
Blue Book is the fictional tech company in the film "Ex Machina," a powerful search-engine giant whose secretive AI research drives the movie’s plot.
E1195980 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: Blue Book | Statement: [Nathan Bateman, employer, Blue Book]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Book
Context triple: [Nathan Bateman, employer, Blue Book]
  • A. The Blue Book
    The Blue Book is a set of philosophical notes by Ludwig Wittgenstein that significantly influenced 20th-century analytic philosophy, particularly in the philosophy of language and mind.
  • B. The Red Book
    The Red Book is Carl Jung’s richly illustrated, posthumously published manuscript in which he recorded and explored his visionary experiences that later shaped many of his key psychological theories.
  • C. Little Black Book
    Little Black Book is a 2004 romantic comedy film about a woman who secretly investigates her boyfriend’s ex-girlfriends, featuring Ron Livingston in a key role.
  • D. The Dark Blue
    The Dark Blue was a short-lived Victorian literary magazine known for publishing Gothic and supernatural fiction, including Sheridan Le Fanu’s "Carmilla."
  • E. The Magenta
    The Magenta was the original name of The Harvard Crimson, the daily student newspaper of Harvard University.
  • 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: Blue Book
Triple: [Nathan Bateman, employer, Blue Book]
Generated description
Blue Book is the fictional tech company in the film "Ex Machina," a powerful search-engine giant whose secretive AI research drives the movie’s plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Book
Target entity description: Blue Book is the fictional tech company in the film "Ex Machina," a powerful search-engine giant whose secretive AI research drives the movie’s plot.
  • A. The Blue Book
    The Blue Book is a set of philosophical notes by Ludwig Wittgenstein that significantly influenced 20th-century analytic philosophy, particularly in the philosophy of language and mind.
  • B. The Red Book
    The Red Book is Carl Jung’s richly illustrated, posthumously published manuscript in which he recorded and explored his visionary experiences that later shaped many of his key psychological theories.
  • C. Little Black Book
    Little Black Book is a 2004 romantic comedy film about a woman who secretly investigates her boyfriend’s ex-girlfriends, featuring Ron Livingston in a key role.
  • D. The Dark Blue
    The Dark Blue was a short-lived Victorian literary magazine known for publishing Gothic and supernatural fiction, including Sheridan Le Fanu’s "Carmilla."
  • E. The Magenta
    The Magenta was the original name of The Harvard Crimson, the daily student newspaper of Harvard University.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020342988190add65c784b8ee179 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a9db848190bafb959bd7511246 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b375d48190a958b34c5df5c5f1 completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff447e1248190a3a1386946172429 completed May 10, 2026, 2:58 a.m.
Created at: April 10, 2026, 5 a.m.