Triple

T19730742
Position Surface form Disambiguated ID Type / Status
Subject Dunstable Grammar School E473844 entity
Predicate educated P5 FINISHED
Object John Davy Hayward
John Davy Hayward was a British literary scholar and editor best known for his close association with T. S. Eliot and for compiling influential editions of Eliot’s works.
 E1392589 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: John Davy Hayward | Statement: [Dunstable Grammar School, educated, John Davy Hayward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Davy Hayward
Context triple: [Dunstable Grammar School, educated, John Davy Hayward]
  • A. Charles Harold Dodd
    Charles Harold Dodd was a prominent 20th-century Welsh New Testament scholar and theologian known for his work on realized eschatology and biblical interpretation.
  • B. William Fryer Harvey
    William Fryer Harvey was an English writer best known for his influential horror and supernatural short stories.
  • C. Henry Nettleship
    Henry Nettleship was a 19th-century English classical scholar best known for his work on Latin literature and his contributions to the study of Roman poetry.
  • D. William Milne
    William Milne is a name shared by several notable individuals, including historical figures such as missionaries, politicians, and scholars.
  • E. William Dewhurst
    William Dewhurst was an actor known for his role in the early 20th-century film "Sabotage."
  • 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: John Davy Hayward
Triple: [Dunstable Grammar School, educated, John Davy Hayward]
Generated description
John Davy Hayward was a British literary scholar and editor best known for his close association with T. S. Eliot and for compiling influential editions of Eliot’s works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Davy Hayward
Target entity description: John Davy Hayward was a British literary scholar and editor best known for his close association with T. S. Eliot and for compiling influential editions of Eliot’s works.
  • A. Charles Harold Dodd
    Charles Harold Dodd was a prominent 20th-century Welsh New Testament scholar and theologian known for his work on realized eschatology and biblical interpretation.
  • B. William Fryer Harvey
    William Fryer Harvey was an English writer best known for his influential horror and supernatural short stories.
  • C. Henry Nettleship
    Henry Nettleship was a 19th-century English classical scholar best known for his work on Latin literature and his contributions to the study of Roman poetry.
  • D. William Milne
    William Milne is a name shared by several notable individuals, including historical figures such as missionaries, politicians, and scholars.
  • E. William Dewhurst
    William Dewhurst was an actor known for his role in the early 20th-century film "Sabotage."
  • 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_69d8e517ebd48190979ee76723bcfadf completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e649fbeaf081909e9356229eaf84dd completed April 20, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4f2de3481909b3402e5d3e7af2a completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b62186cc81908f471747261b60a9 completed May 16, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6e4ae348190a3783c6a82059793 completed May 16, 2026, 12:14 a.m.
Created at: April 10, 2026, 1:47 p.m.