Triple

T13845486
Position Surface form Disambiguated ID Type / Status
Subject Timothy Williamson E332791 entity
Predicate notableWork P4 FINISHED
Object Vagueness
Vagueness is a highly influential philosophical monograph that rigorously analyzes the nature of borderline cases, indeterminacy, and the logic of vague language.
E949483 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: Vagueness | Statement: [Timothy Williamson, notableWork, Vagueness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vagueness
Context triple: [Timothy Williamson, notableWork, Vagueness]
  • A. “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.
  • B. Something Vague
    "Something Vague" is a song by Bright Eyes from their emotionally intense indie folk album "Fevers and Mirrors."
  • C. “Ambiguous”
    “Ambiguous” is a song by American DJ and producer Clinton Sparks, known within his body of work in the hip hop and dance music scene.
  • D. 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.
  • E. Aboutness
    "Aboutness" is a philosophical work by Stephen Yablo that develops a detailed theory of how sentences and thoughts are directed at or concern particular subjects.
  • 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: Vagueness
Triple: [Timothy Williamson, notableWork, Vagueness]
Generated description
Vagueness is a highly influential philosophical monograph that rigorously analyzes the nature of borderline cases, indeterminacy, and the logic of vague language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vagueness
Target entity description: Vagueness is a highly influential philosophical monograph that rigorously analyzes the nature of borderline cases, indeterminacy, and the logic of vague language.
  • A. “The Problem of Vagueness” chosen
    “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.
  • B. Something Vague
    "Something Vague" is a song by Bright Eyes from their emotionally intense indie folk album "Fevers and Mirrors."
  • C. “Ambiguous”
    “Ambiguous” is a song by American DJ and producer Clinton Sparks, known within his body of work in the hip hop and dance music scene.
  • D. 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.
  • E. Aboutness
    "Aboutness" is a philosophical work by Stephen Yablo that develops a detailed theory of how sentences and thoughts are directed at or concern particular subjects.
  • F. None of above.

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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b1a25c8190a9f85ba43c421188 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8f87c188190b90faf7678cb9ad4 completed May 3, 2026, 9:07 p.m.
NEDg Description generation batch_69f7b9da1f848190a0c7e8d8a2b0954d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf713ac81908d9447100901c41f completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:13 p.m.