Triple

T7534856
Position Surface form Disambiguated ID Type / Status
Subject Howard Raggatt E178120 entity
Predicate collaboratedWith P435 FINISHED
Object Stephen Ashton
Stephen Ashton is an architect known for his professional collaboration with Australian architect Howard Raggatt.
 E671378 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: Stephen Ashton | Statement: [Howard Raggatt, collaboratedWith, Stephen Ashton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Ashton
Context triple: [Howard Raggatt, collaboratedWith, Stephen Ashton]
  • A. Leon Askin
    Leon Askin was an Austrian-American character actor best known for his role as the stern General Burkhalter on the television series "Hogan's Heroes."
  • B. Peter Garnsey
    Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
  • C. Stephen Morley
    Stephen Morley is a politically radical journalist and key working-class advocate in Benjamin Disraeli’s novel "Sybil, or The Two Nations."
  • D. Stephen Wonham
    Stephen Wonham is the protagonist of E.M. Forster's novel "The Longest Journey," around whom the story’s exploration of idealism, morality, and personal integrity revolves.
  • E. John Brett
    John Brett was a 19th-century British painter associated with the Pre-Raphaelite movement, renowned for his highly detailed landscapes and maritime scenes.
  • 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: Stephen Ashton
Triple: [Howard Raggatt, collaboratedWith, Stephen Ashton]
Generated description
Stephen Ashton is an architect known for his professional collaboration with Australian architect Howard Raggatt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Ashton
Target entity description: Stephen Ashton is an architect known for his professional collaboration with Australian architect Howard Raggatt.
  • A. Leon Askin
    Leon Askin was an Austrian-American character actor best known for his role as the stern General Burkhalter on the television series "Hogan's Heroes."
  • B. Peter Garnsey
    Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
  • C. Stephen Morley
    Stephen Morley is a politically radical journalist and key working-class advocate in Benjamin Disraeli’s novel "Sybil, or The Two Nations."
  • D. Stephen Wonham
    Stephen Wonham is the protagonist of E.M. Forster's novel "The Longest Journey," around whom the story’s exploration of idealism, morality, and personal integrity revolves.
  • E. John Brett
    John Brett was a 19th-century British painter associated with the Pre-Raphaelite movement, renowned for his highly detailed landscapes and maritime scenes.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84a9d28819084ebfc44fcb2c29c completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f0765b48190b8df68f22c8901f4 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c8514ed0108190bb9686422818b2d1 completed March 28, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69c851f462dc8190a706c9580449a396 completed March 28, 2026, 10:11 p.m.
Created at: March 27, 2026, 3:47 p.m.