Triple

T16529531
Position Surface form Disambiguated ID Type / Status
Subject Ernst & Young E401526 entity
Predicate formedByMergerOf P77 FINISHED
Object Arthur Young & Co.
Arthur Young & Co. was a major international accounting and professional services firm that became part of Ernst & Young through a landmark merger.
E1218805 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: Arthur Young & Co. | Statement: [Ernst & Young, formedByMergerOf, Arthur Young & Co.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Young & Co.
Context triple: [Ernst & Young, formedByMergerOf, Arthur Young & Co.]
  • A. John Fairfax and Sons
    John Fairfax and Sons was a prominent Australian newspaper publishing company that evolved into one of the country’s major media organizations before becoming part of Fairfax Media.
  • B. Edward Mills and Partners
    Edward Mills and Partners was a British architectural firm known for its modernist designs and significant public and commercial projects in the mid-20th century.
  • C. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • D. Clowes and Sons
    Clowes and Sons was a British printing and publishing firm known for producing scholarly and academic works in the 19th century.
  • E. Sir John Fowler & Co.
    Sir John Fowler & Co. was a prominent 19th-century British civil engineering firm known for major railway and bridge projects.
  • 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: Arthur Young & Co.
Triple: [Ernst & Young, formedByMergerOf, Arthur Young & Co.]
Generated description
Arthur Young & Co. was a major international accounting and professional services firm that became part of Ernst & Young through a landmark merger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Young & Co.
Target entity description: Arthur Young & Co. was a major international accounting and professional services firm that became part of Ernst & Young through a landmark merger.
  • A. John Fairfax and Sons
    John Fairfax and Sons was a prominent Australian newspaper publishing company that evolved into one of the country’s major media organizations before becoming part of Fairfax Media.
  • B. Edward Mills and Partners
    Edward Mills and Partners was a British architectural firm known for its modernist designs and significant public and commercial projects in the mid-20th century.
  • C. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • D. Clowes and Sons
    Clowes and Sons was a British printing and publishing firm known for producing scholarly and academic works in the 19th century.
  • E. Sir John Fowler & Co.
    Sir John Fowler & Co. was a prominent 19th-century British civil engineering firm known for major railway and bridge projects.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed625208190a68b879266b05b3f completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608efd0c81908e64419bd74eb285 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0062cbe9048190823db47a42dac26a completed May 10, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a00635f57c08190ad915082b00b0f88 completed May 10, 2026, 10:52 a.m.
Created at: April 10, 2026, 5:14 a.m.