Triple

T4666549
Position Surface form Disambiguated ID Type / Status
Subject Naomi Novik E102859 entity
Predicate notableWork P4 FINISHED
Object A Deadly Education
A Deadly Education is a darkly humorous fantasy novel by Naomi Novik set in a deadly magical school where survival is never guaranteed.
E462380 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: A Deadly Education | Statement: [Naomi Novik, notableWork, A Deadly Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Deadly Education
Context triple: [Naomi Novik, notableWork, A Deadly Education]
  • A. The Art of Cruelty
    The Art of Cruelty is a critical work of cultural theory in which Maggie Nelson examines representations of violence and suffering in art, film, and literature, questioning their ethical and aesthetic implications.
  • B. The New Danger
    The New Danger is a 2004 studio album by American rapper and actor Mos Def that blends hip hop with rock, soul, and blues influences.
  • C. The Student's Tale
    "The Student's Tale" is one of the narrative poems within Henry Wadsworth Longfellow's collection *Tales of a Wayside Inn*, presented as a story told by the character known as the Student.
  • D. Among Schoolchildren
    Among Schoolchildren is a nonfiction book by Tracy Kidder that closely follows a fifth-grade teacher and her students in a struggling Massachusetts public school, offering an in-depth look at American education and classroom life.
  • E. Teach Your Children
    "Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
  • 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: A Deadly Education
Triple: [Naomi Novik, notableWork, A Deadly Education]
Generated description
A Deadly Education is a darkly humorous fantasy novel by Naomi Novik set in a deadly magical school where survival is never guaranteed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Deadly Education
Target entity description: A Deadly Education is a darkly humorous fantasy novel by Naomi Novik set in a deadly magical school where survival is never guaranteed.
  • A. The Art of Cruelty
    The Art of Cruelty is a critical work of cultural theory in which Maggie Nelson examines representations of violence and suffering in art, film, and literature, questioning their ethical and aesthetic implications.
  • B. The New Danger
    The New Danger is a 2004 studio album by American rapper and actor Mos Def that blends hip hop with rock, soul, and blues influences.
  • C. The Student's Tale
    "The Student's Tale" is one of the narrative poems within Henry Wadsworth Longfellow's collection *Tales of a Wayside Inn*, presented as a story told by the character known as the Student.
  • D. Among Schoolchildren
    Among Schoolchildren is a nonfiction book by Tracy Kidder that closely follows a fifth-grade teacher and her students in a struggling Massachusetts public school, offering an in-depth look at American education and classroom life.
  • E. Teach Your Children
    "Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633d87788190a3c8946ed6995062 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0384a1488190a59dc08766f526dd completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be05269de48190849a76b5fbd24b4a completed March 21, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69be05d277248190bf675151eca07247 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.