Triple

T18296779
Position Surface form Disambiguated ID Type / Status
Subject Denton Corker Marshall E438250 entity
Predicate foundedBy P104 FINISHED
Object John Denton
John Denton is an Australian architect best known as a co-founder of the influential architecture firm Denton Corker Marshall.
 E1318592 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 Denton | Statement: [Denton Corker Marshall, foundedBy, John Denton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Denton
Context triple: [Denton Corker Marshall, foundedBy, John Denton]
  • A. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • B. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • C. John Dawson
    John Dawson was an American lawyer and politician from Virginia who served as a delegate to the Continental Congress and later as a U.S. Congressman and diplomat in the early years of the United States.
  • D. John Dawson
    John Dawson was an American musician best known as a founding member and primary songwriter of the country rock band New Riders of the Purple Sage.
  • E. Rex Hanson
    Rex Hanson is a person known primarily in relation to his employment under Bert Hanson.
  • 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 Denton
Triple: [Denton Corker Marshall, foundedBy, John Denton]
Generated description
John Denton is an Australian architect best known as a co-founder of the influential architecture firm Denton Corker Marshall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Denton
Target entity description: John Denton is an Australian architect best known as a co-founder of the influential architecture firm Denton Corker Marshall.
  • A. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • B. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • C. John Dawson
    John Dawson was an American musician best known as a founding member and primary songwriter of the country rock band New Riders of the Purple Sage.
  • D. John Dawson
    John Dawson was an American lawyer and politician from Virginia who served as a delegate to the Continental Congress and later as a U.S. Congressman and diplomat in the early years of the United States.
  • E. Rex Hanson
    Rex Hanson is a person known primarily in relation to his employment under Bert Hanson.
  • 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5017c0f04819095cd9d59afc37caa completed April 19, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4ba8f2c819084cfe92ef3189126 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c6004d8481908c8e0d5aca374dd3 completed May 13, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a03c705efbc8190a66a8a1016c5eacd completed May 13, 2026, 12:34 a.m.
Created at: April 10, 2026, 10:35 a.m.