Triple

T22190213
Position Surface form Disambiguated ID Type / Status
Subject David Lyons E548399 entity
Predicate notableWork P4 FINISHED
Object Seven Types of Ambiguity
Seven Types of Ambiguity is a psychological drama novel by Australian author Elliot Perlman that explores obsession, love, and moral uncertainty through multiple shifting perspectives.
 E1524673 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: Seven Types of Ambiguity | Statement: [David Lyons, notableWork, Seven Types of Ambiguity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seven Types of Ambiguity
Context triple: [David Lyons, notableWork, Seven Types of Ambiguity]
  • A. Seven Types of Ambiguity
    Seven Types of Ambiguity is a short story by Shirley Jackson that explores psychological tension, moral uncertainty, and the unsettling undercurrents of everyday life.
  • B. Studies in the Way of Words
    Studies in the Way of Words is a landmark collection of essays by philosopher H. P. Grice that develops his influential theories of meaning, implicature, and conversational maxims in the philosophy of language.
  • C. The Meaning of Meaning
    The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
  • D. “The Problem of Vagueness”
    “The Problem of Vagueness” is a philosophical work by Kit Fine that offers an influential analysis of vagueness, challenging standard semantic and metaphysical approaches to borderline cases and indeterminacy.
  • E. The Prison-House of Language
    The Prison-House of Language is a critical study by Fredric Jameson that examines structuralism and post-structuralism, exploring how language systems constrain thought and interpretation in modern literary theory.
  • 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: Seven Types of Ambiguity
Triple: [David Lyons, notableWork, Seven Types of Ambiguity]
Generated description
Seven Types of Ambiguity is a psychological drama novel by Australian author Elliot Perlman that explores obsession, love, and moral uncertainty through multiple shifting perspectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seven Types of Ambiguity
Target entity description: Seven Types of Ambiguity is a psychological drama novel by Australian author Elliot Perlman that explores obsession, love, and moral uncertainty through multiple shifting perspectives.
  • A. Seven Types of Ambiguity
    Seven Types of Ambiguity is a short story by Shirley Jackson that explores psychological tension, moral uncertainty, and the unsettling undercurrents of everyday life.
  • B. Studies in the Way of Words
    Studies in the Way of Words is a landmark collection of essays by philosopher H. P. Grice that develops his influential theories of meaning, implicature, and conversational maxims in the philosophy of language.
  • C. The Meaning of Meaning
    The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
  • D. “The Problem of Vagueness”
    “The Problem of Vagueness” is a philosophical work by Kit Fine that offers an influential analysis of vagueness, challenging standard semantic and metaphysical approaches to borderline cases and indeterminacy.
  • E. The Prison-House of Language
    The Prison-House of Language is a critical study by Fredric Jameson that examines structuralism and post-structuralism, exploring how language systems constrain thought and interpretation in modern literary theory.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aac07d88190848c940863c0a0c7 completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa60c29608190afef2bcae36e4c12 completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa73b63008190955cdfc17063c405 completed May 18, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa7ab0d108190a907cba7075bddd8 completed May 18, 2026, 5:46 a.m.
Created at: April 16, 2026, 8:35 p.m.