Triple

T13972816
Position Surface form Disambiguated ID Type / Status
Subject Milton Keynes Theatre E336106 entity
Predicate architect P184 FINISHED
Object Blair Associates Architecture
Blair Associates Architecture is an architectural firm known for designing prominent cultural venues in the United Kingdom, including the Milton Keynes Theatre.
E1071919 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: Blair Associates Architecture | Statement: [Milton Keynes Theatre, architect, Blair Associates Architecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blair Associates Architecture
Context triple: [Milton Keynes Theatre, architect, Blair Associates Architecture]
  • A. Cooper-Lecky Architects
    Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
  • B. Allied Works Architecture
    Allied Works Architecture is a contemporary American architecture and design firm known for its innovative cultural, institutional, and civic projects.
  • C. Fentress Architects
    Fentress Architects is an international architecture firm known for designing large-scale public and civic buildings, including major airports, museums, and sports arenas.
  • D. Taliesin Associated Architects
    Taliesin Associated Architects was the architectural firm established to continue Frank Lloyd Wright’s design legacy, staffed largely by his former apprentices and collaborators.
  • E. Hopkins Architects
    Hopkins Architects is a British architectural firm renowned for its high-tech, sustainable designs and influential public and educational buildings in the UK and abroad.
  • 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: Blair Associates Architecture
Triple: [Milton Keynes Theatre, architect, Blair Associates Architecture]
Generated description
Blair Associates Architecture is an architectural firm known for designing prominent cultural venues in the United Kingdom, including the Milton Keynes Theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blair Associates Architecture
Target entity description: Blair Associates Architecture is an architectural firm known for designing prominent cultural venues in the United Kingdom, including the Milton Keynes Theatre.
  • A. Cooper-Lecky Architects
    Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
  • B. Allied Works Architecture
    Allied Works Architecture is a contemporary American architecture and design firm known for its innovative cultural, institutional, and civic projects.
  • C. Fentress Architects
    Fentress Architects is an international architecture firm known for designing large-scale public and civic buildings, including major airports, museums, and sports arenas.
  • D. Taliesin Associated Architects
    Taliesin Associated Architects was the architectural firm established to continue Frank Lloyd Wright’s design legacy, staffed largely by his former apprentices and collaborators.
  • E. Hopkins Architects
    Hopkins Architects is a British architectural firm renowned for its high-tech, sustainable designs and influential public and educational buildings in the UK and abroad.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8eae40819080dd4bd25c73b6d6 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1df334c8190a3d65198cc3d11f6 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5918348819084fa4235eec6eee0 completed May 6, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69fba6b5e4f4819088e8a0629e17e4cc completed May 6, 2026, 8:38 p.m.
Created at: April 9, 2026, 10:18 p.m.