Triple
T4974551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KPMG |
E111733
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
James Marwick
James Marwick was a Scottish-born accountant and co-founder of the global professional services firm that became KPMG.
|
E505550
|
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: James Marwick | Statement: [KPMG, foundedBy, James Marwick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Marwick Context triple: [KPMG, foundedBy, James Marwick]
-
A.
Ian Ritchie
Ian Ritchie is a British architect known for his innovative, high-tech designs and for leading the practice Ian Ritchie Architects.
-
B.
Mark Rendall
Mark Rendall is a Canadian actor known for his work in film and television, including prominent roles in independent and youth-oriented productions.
-
C.
Colin Goudie
Colin Goudie is a film editor known for his work on major feature films, including the fantasy action movie "King Arthur: Legend of the Sword."
-
D.
Malcolm Jenkinson
Malcolm Jenkinson was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
-
E.
Nick Laird
Nick Laird is a Northern Irish poet, novelist, and lawyer known for his acclaimed poetry collections and fiction, as well as his marriage to writer Zadie Smith.
- 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: James Marwick Triple: [KPMG, foundedBy, James Marwick]
Generated description
James Marwick was a Scottish-born accountant and co-founder of the global professional services firm that became KPMG.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Marwick Target entity description: James Marwick was a Scottish-born accountant and co-founder of the global professional services firm that became KPMG.
-
A.
Ian Ritchie
Ian Ritchie is a British architect known for his innovative, high-tech designs and for leading the practice Ian Ritchie Architects.
-
B.
Mark Rendall
Mark Rendall is a Canadian actor known for his work in film and television, including prominent roles in independent and youth-oriented productions.
-
C.
Colin Goudie
Colin Goudie is a film editor known for his work on major feature films, including the fantasy action movie "King Arthur: Legend of the Sword."
-
D.
Malcolm Jenkinson
Malcolm Jenkinson was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
-
E.
Nick Laird
Nick Laird is a Northern Irish poet, novelist, and lawyer known for his acclaimed poetry collections and fiction, as well as his marriage to writer Zadie Smith.
- 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_69bd441a0eb481908050fa4273b19eae |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd722e77208190833dc760a57428d5 |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef7e68058819089e179a29ab700bc |
completed | March 21, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69bef933c4008190bea3a5a7e5de17e6 |
completed | March 21, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef9a600908190bdaff60b7a514538 |
completed | March 21, 2026, 8:03 p.m. |
Created at: March 20, 2026, 1:33 p.m.