Triple

T22811731
Position Surface form Disambiguated ID Type / Status
Subject RMJM E564695 entity
Predicate fullName P16 FINISHED
Object Robert Matthew Johnson-Marshall and Partners
Robert Matthew Johnson-Marshall and Partners is a prominent British architectural practice known for its modernist designs and influential post-war urban planning projects.
E1555443 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: Robert Matthew Johnson-Marshall and Partners | Statement: [RMJM, fullName, Robert Matthew Johnson-Marshall and Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Matthew Johnson-Marshall and Partners
Context triple: [RMJM, fullName, Robert Matthew Johnson-Marshall and Partners]
  • A. Peter Walker and Partners
    Peter Walker and Partners is a landscape architecture firm founded by renowned American landscape architect Peter Walker, known for its influential contemporary urban and public space designs.
  • B. Nicholas Grimshaw & Partners
    Nicholas Grimshaw & Partners is a British architectural firm renowned for its high-tech, innovative designs and major public projects in the UK and abroad.
  • C. Rogers Stirk Harbour + Partners
    Rogers Stirk Harbour + Partners is a renowned British architectural practice known for its high-tech, sustainable designs and landmark projects around the world.
  • D. SimpsonHaugh and Partners
    SimpsonHaugh and Partners is a British architectural practice known for designing prominent contemporary high-rise and mixed-use buildings, particularly in Manchester and other UK cities.
  • E. John McAslan + Partners
    John McAslan + Partners is a British architectural practice known for its modernist-influenced designs and sensitive restorations of significant cultural and historic buildings.
  • 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: Robert Matthew Johnson-Marshall and Partners
Triple: [RMJM, fullName, Robert Matthew Johnson-Marshall and Partners]
Generated description
Robert Matthew Johnson-Marshall and Partners is a prominent British architectural practice known for its modernist designs and influential post-war urban planning projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Matthew Johnson-Marshall and Partners
Target entity description: Robert Matthew Johnson-Marshall and Partners is a prominent British architectural practice known for its modernist designs and influential post-war urban planning projects.
  • A. Peter Walker and Partners
    Peter Walker and Partners is a landscape architecture firm founded by renowned American landscape architect Peter Walker, known for its influential contemporary urban and public space designs.
  • B. Nicholas Grimshaw & Partners
    Nicholas Grimshaw & Partners is a British architectural firm renowned for its high-tech, innovative designs and major public projects in the UK and abroad.
  • C. Rogers Stirk Harbour + Partners
    Rogers Stirk Harbour + Partners is a renowned British architectural practice known for its high-tech, sustainable designs and landmark projects around the world.
  • D. SimpsonHaugh and Partners
    SimpsonHaugh and Partners is a British architectural practice known for designing prominent contemporary high-rise and mixed-use buildings, particularly in Manchester and other UK cities.
  • E. John McAslan + Partners
    John McAslan + Partners is a British architectural practice known for its modernist-influenced designs and sensitive restorations of significant cultural and historic buildings.
  • 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17d60f5948190b624b2dab04cbe63 completed April 29, 2026, 3:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9ea1d6308190bf37f8a37d5be5f6 completed May 18, 2026, 11:20 p.m.
NEDg Description generation batch_6a0ba0aa6b04819097d75601cb25c6ef completed May 18, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba149b79c8190abfd2b285f8e3e3c completed May 18, 2026, 11:31 p.m.
Created at: April 17, 2026, 3:32 p.m.