Triple

T13972817
Position Surface form Disambiguated ID Type / Status
Subject Milton Keynes Theatre E336106 entity
Predicate architect P184 FINISHED
Object Blair Partners
Blair Partners is an architectural firm known for designing the Milton Keynes Theatre in Milton Keynes, England.
E1071920 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 Partners | Statement: [Milton Keynes Theatre, architect, Blair Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blair Partners
Context triple: [Milton Keynes Theatre, architect, Blair Partners]
  • A. Berkshire Partners
    Berkshire Partners is a Boston-based private equity firm known for investing in and acquiring middle-market companies across a range of industries.
  • B. Sycamore Partners
    Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
  • C. BGC Partners
    BGC Partners is a global brokerage and financial services firm specializing in the trading of fixed income, foreign exchange, derivatives, and other financial instruments.
  • D. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • E. Guggenheim Partners
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • 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 Partners
Triple: [Milton Keynes Theatre, architect, Blair Partners]
Generated description
Blair Partners is an architectural firm known for designing the Milton Keynes Theatre in Milton Keynes, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blair Partners
Target entity description: Blair Partners is an architectural firm known for designing the Milton Keynes Theatre in Milton Keynes, England.
  • A. Berkshire Partners
    Berkshire Partners is a Boston-based private equity firm known for investing in and acquiring middle-market companies across a range of industries.
  • B. Sycamore Partners
    Sycamore Partners is a private equity firm known for acquiring and restructuring retail and consumer brands in the United States.
  • C. BGC Partners
    BGC Partners is a global brokerage and financial services firm specializing in the trading of fixed income, foreign exchange, derivatives, and other financial instruments.
  • D. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • E. Guggenheim Partners
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • 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.