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.