Triple

T18296781
Position Surface form Disambiguated ID Type / Status
Subject Denton Corker Marshall E438250 entity
Predicate foundedBy P104 FINISHED
Object Barrie Marshall
Barrie Marshall is an Australian architect best known as one of the founding partners of the international architecture and design firm Denton Corker Marshall.
 E1322010 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: Barrie Marshall | Statement: [Denton Corker Marshall, foundedBy, Barrie Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barrie Marshall
Context triple: [Denton Corker Marshall, foundedBy, Barrie Marshall]
  • A. Grahame Marshall
    Grahame Marshall is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
  • B. Andrew Milner
    Andrew Milner is a British-Australian cultural theorist and literary scholar known for his work on science fiction, utopia, and cultural materialism.
  • C. Peter Litchfield
    Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
  • D. Alistair Petrie
    Alistair Petrie is a British actor known for his work in film and television, including roles in series such as "The Night Manager" and "Sex Education."
  • E. Andrew Clarke
    Andrew Clarke was a 19th-century British colonial administrator and Governor of the Straits Settlements known for consolidating British influence in the Malay Peninsula.
  • 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: Barrie Marshall
Triple: [Denton Corker Marshall, foundedBy, Barrie Marshall]
Generated description
Barrie Marshall is an Australian architect best known as one of the founding partners of the international architecture and design firm Denton Corker Marshall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barrie Marshall
Target entity description: Barrie Marshall is an Australian architect best known as one of the founding partners of the international architecture and design firm Denton Corker Marshall.
  • A. Grahame Marshall
    Grahame Marshall is a biotechnology entrepreneur best known as a founder of the drug discovery company Heptares Therapeutics.
  • B. Andrew Milner
    Andrew Milner is a British-Australian cultural theorist and literary scholar known for his work on science fiction, utopia, and cultural materialism.
  • C. Peter Litchfield
    Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
  • D. Alistair Petrie
    Alistair Petrie is a British actor known for his work in film and television, including roles in series such as "The Night Manager" and "Sex Education."
  • E. Andrew Clarke
    Andrew Clarke was a 19th-century British colonial administrator and Governor of the Straits Settlements known for consolidating British influence in the Malay Peninsula.
  • 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_6a03e23021f08190932f30222ae3c947 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e2ca62f881908122f2d2fe3b937d completed May 13, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a03e33718f481909377eeff33332f33 completed May 13, 2026, 2:34 a.m.
Created at: April 10, 2026, 10:35 a.m.