Triple

T5775731
Position Surface form Disambiguated ID Type / Status
Subject Peggy Noonan E127435 entity
Predicate notableWork P4 FINISHED
Object On Speaking Well
"On Speaking Well" is a practical guide to effective public speaking and speechwriting by columnist and former presidential speechwriter Peggy Noonan.
E542829 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: On Speaking Well | Statement: [Peggy Noonan, notableWork, On Speaking Well]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Speaking Well
Context triple: [Peggy Noonan, notableWork, On Speaking Well]
  • A. How to Do Things with Words
    How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
  • B. The Uses of Argument
    The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
  • C. Ausführliche Redekunst
    Ausführliche Redekunst is a seminal 18th-century German treatise on rhetoric and eloquence by Johann Christoph Gottsched that systematizes the principles of effective speech and style.
  • D. De vulgari eloquentia
    De vulgari eloquentia is a Latin treatise by Dante Alighieri that analyzes and defends the use of vernacular language in literature and poetry.
  • E. Lectures on Rhetoric and Belles Lettres
    Lectures on Rhetoric and Belles Lettres is an influential 18th-century series of lectures that helped shape the study of rhetoric, style, and literary criticism in English-speaking education.
  • 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: On Speaking Well
Triple: [Peggy Noonan, notableWork, On Speaking Well]
Generated description
"On Speaking Well" is a practical guide to effective public speaking and speechwriting by columnist and former presidential speechwriter Peggy Noonan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Speaking Well
Target entity description: "On Speaking Well" is a practical guide to effective public speaking and speechwriting by columnist and former presidential speechwriter Peggy Noonan.
  • A. How to Do Things with Words
    How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
  • B. The Uses of Argument
    The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
  • C. Ausführliche Redekunst
    Ausführliche Redekunst is a seminal 18th-century German treatise on rhetoric and eloquence by Johann Christoph Gottsched that systematizes the principles of effective speech and style.
  • D. De vulgari eloquentia
    De vulgari eloquentia is a Latin treatise by Dante Alighieri that analyzes and defends the use of vernacular language in literature and poetry.
  • E. Lectures on Rhetoric and Belles Lettres
    Lectures on Rhetoric and Belles Lettres is an influential 18th-century series of lectures that helped shape the study of rhetoric, style, and literary criticism in English-speaking education.
  • 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_69c008361fa88190aefa4dc41b051e7f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029de3bb4819087a6f3e920e12990 completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e6fd260819090d5e3c877c8bd31 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08ba48a1c819090f276116a084a01 completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c094bd08190bb3d849bf1a80ad0 completed March 23, 2026, 12:40 a.m.
Created at: March 22, 2026, 3:50 p.m.