Triple

T20303713
Position Surface form Disambiguated ID Type / Status
Subject James Marwick E505550 entity
Predicate coFounderOf P104 FINISHED
Object Marwick, Mitchell & Co.
Marwick, Mitchell & Co. was an early 20th-century accounting firm that later became part of the global professional services giant KPMG.
 E1423303 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: Marwick, Mitchell & Co. | Statement: [James Marwick, coFounderOf, Marwick, Mitchell & Co.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marwick, Mitchell & Co.
Context triple: [James Marwick, coFounderOf, Marwick, Mitchell & Co.]
  • A. Armstrong Mitchell & Co.
    Armstrong Mitchell & Co. was a prominent British engineering and shipbuilding firm of the late 19th and early 20th centuries, known for constructing advanced warships for navies around the world.
  • B. 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.
  • C. Osgood, McIlvaine & Co.
    Osgood, McIlvaine & Co. was a late 19th-century London publishing firm known for issuing works by prominent authors, including Thomas Hardy.
  • D. Briggs & Young
    Briggs & Young is a music production duo best known for producing the compilation album "Greatest Hits."
  • E. Walker & Company
    Walker & Company is an American publishing house known for producing a wide range of fiction and non-fiction titles for general and young adult audiences.
  • 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: Marwick, Mitchell & Co.
Triple: [James Marwick, coFounderOf, Marwick, Mitchell & Co.]
Generated description
Marwick, Mitchell & Co. was an early 20th-century accounting firm that later became part of the global professional services giant KPMG.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marwick, Mitchell & Co.
Target entity description: Marwick, Mitchell & Co. was an early 20th-century accounting firm that later became part of the global professional services giant KPMG.
  • A. Armstrong Mitchell & Co.
    Armstrong Mitchell & Co. was a prominent British engineering and shipbuilding firm of the late 19th and early 20th centuries, known for constructing advanced warships for navies around the world.
  • B. 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.
  • C. Osgood, McIlvaine & Co.
    Osgood, McIlvaine & Co. was a late 19th-century London publishing firm known for issuing works by prominent authors, including Thomas Hardy.
  • D. Briggs & Young
    Briggs & Young is a music production duo best known for producing the compilation album "Greatest Hits."
  • E. Walker & Company
    Walker & Company is an American publishing house known for producing a wide range of fiction and non-fiction titles for general and young adult audiences.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6773e0864819095d272659cd2074d completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086119b9808190ba5ebb80b43953d3 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0861b954888190a6305aa805aa97ff completed May 16, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0862237d148190b4e12c878ca9c7a2 completed May 16, 2026, 12:25 p.m.
Created at: April 16, 2026, 11:17 a.m.