Triple

T2978671
Position Surface form Disambiguated ID Type / Status
Subject National Museum of Scotland E80457 entity
Predicate architect P184 FINISHED
Object Benson & Forsyth
Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
E317195 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: Benson & Forsyth | Statement: [National Museum of Scotland, architect, Benson & Forsyth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benson & Forsyth
Context triple: [National Museum of Scotland, architect, Benson & Forsyth]
  • A. Benton & Bowles
    Benton & Bowles was a prominent American advertising agency known for pioneering radio and television advertising in the mid-20th century.
  • B. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • C. MacAndrews & Forbes
    MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
  • D. Gray & Barton
    Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
  • E. Morris, Marshall, Faulkner & Co.
    Morris, Marshall, Faulkner & Co. was a 19th-century decorative arts firm founded by William Morris and his associates, renowned for its handcrafted designs and central role in the Arts and Crafts and Pre-Raphaelite movements.
  • 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: Benson & Forsyth
Triple: [National Museum of Scotland, architect, Benson & Forsyth]
Generated description
Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benson & Forsyth
Target entity description: Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • A. Benton & Bowles
    Benton & Bowles was a prominent American advertising agency known for pioneering radio and television advertising in the mid-20th century.
  • B. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • C. MacAndrews & Forbes
    MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
  • D. Gray & Barton
    Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
  • E. Morris, Marshall, Faulkner & Co.
    Morris, Marshall, Faulkner & Co. was a 19th-century decorative arts firm founded by William Morris and his associates, renowned for its handcrafted designs and central role in the Arts and Crafts and Pre-Raphaelite movements.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999b0d50819093dac7678b887a9b completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ef607c8190865b079beb1b6da5 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10bc71c708190b1e620d41278c3e0 completed March 11, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69b10c43a7c48190b63a7b3f0f180d44 completed March 11, 2026, 6:31 a.m.
Created at: March 8, 2026, 2:58 p.m.