Triple

T10382686
Position Surface form Disambiguated ID Type / Status
Subject Antony Johnston E244680 entity
Predicate wrote P2831 FINISHED
Object The Exphoria Code
The Exphoria Code is a modern spy thriller novel by Antony Johnston that follows an intelligence analyst uncovering a high-tech terrorist conspiracy.
E859875 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: The Exphoria Code | Statement: [Antony Johnston, wrote, The Exphoria Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Exphoria Code
Context triple: [Antony Johnston, wrote, The Exphoria Code]
  • A. Planet of Exile
    Planet of Exile is a science fiction novel by Ursula K. Le Guin that explores themes of cultural contact, exile, and survival on a distant, harshly seasonal planet.
  • B. The Seven Part Code
    The Seven Part Code is the English title of a monumental 13th-century Castilian legal code commissioned by King Alfonso X of Castile, which systematized medieval law and influenced later Iberian and Latin American legal traditions.
  • C. The Haxan Cloak
    The Haxan Cloak is the experimental electronic and dark ambient music project of British producer Bobby Krlic, known for his ominous, atmospheric sound design and acclaimed film scores.
  • D. Book of the Sign
    Book of the Sign is the English title of the medieval Hebrew work "Sefer ha-Ot," a Jewish mystical and ethical text traditionally attributed to Rabbi Judah the Pious.
  • E. The Crimson Chaos
    The Crimson Chaos is the raucous student section known for creating an intense home-field atmosphere at Alabama Crimson Tide football games.
  • 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: The Exphoria Code
Triple: [Antony Johnston, wrote, The Exphoria Code]
Generated description
The Exphoria Code is a modern spy thriller novel by Antony Johnston that follows an intelligence analyst uncovering a high-tech terrorist conspiracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Exphoria Code
Target entity description: The Exphoria Code is a modern spy thriller novel by Antony Johnston that follows an intelligence analyst uncovering a high-tech terrorist conspiracy.
  • A. Planet of Exile
    Planet of Exile is a science fiction novel by Ursula K. Le Guin that explores themes of cultural contact, exile, and survival on a distant, harshly seasonal planet.
  • B. The Seven Part Code
    The Seven Part Code is the English title of a monumental 13th-century Castilian legal code commissioned by King Alfonso X of Castile, which systematized medieval law and influenced later Iberian and Latin American legal traditions.
  • C. The Haxan Cloak
    The Haxan Cloak is the experimental electronic and dark ambient music project of British producer Bobby Krlic, known for his ominous, atmospheric sound design and acclaimed film scores.
  • D. Book of the Sign
    Book of the Sign is the English title of the medieval Hebrew work "Sefer ha-Ot," a Jewish mystical and ethical text traditionally attributed to Rabbi Judah the Pious.
  • E. The Crimson Chaos
    The Crimson Chaos is the raucous student section known for creating an intense home-field atmosphere at Alabama Crimson Tide football games.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e992d8e08190aaa9a04925f52ccc completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7959b6c2c819085b606280024c0f9 completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d799bd91e4819085fbd44d524aaf97 completed April 9, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69d79a6086fc8190ab8454a216dfda8c completed April 9, 2026, 12:24 p.m.
Created at: April 6, 2026, 12:04 p.m.