Triple
T4974570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KPMG |
E111733
|
entity |
| Predicate | hasAbbreviationMeaning |
P43
|
FINISHED |
| Object |
Klynveld Peat Marwick Goerdeler
Klynveld Peat Marwick Goerdeler is a global professional services network and one of the Big Four accounting firms, providing audit, tax, and advisory services worldwide.
|
E482359
|
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: Klynveld Peat Marwick Goerdeler | Statement: [KPMG, hasAbbreviationMeaning, Klynveld Peat Marwick Goerdeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klynveld Peat Marwick Goerdeler Context triple: [KPMG, hasAbbreviationMeaning, Klynveld Peat Marwick Goerdeler]
-
A.
Secker & Warburg
Secker & Warburg was a notable British publishing house renowned for issuing influential mid-20th-century works of political and literary significance, including George Orwell’s major novels.
-
B.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
-
C.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
-
D.
Max Warburg
Max Warburg was a prominent German Jewish banker and influential figure in international finance in the late 19th and early 20th centuries.
-
E.
Otto Wigand
Otto Wigand was a 19th-century German publisher known for issuing influential socialist and political works, including early editions of Friedrich Engels’ writings.
- 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: Klynveld Peat Marwick Goerdeler Triple: [KPMG, hasAbbreviationMeaning, Klynveld Peat Marwick Goerdeler]
Generated description
Klynveld Peat Marwick Goerdeler is a global professional services network and one of the Big Four accounting firms, providing audit, tax, and advisory services worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klynveld Peat Marwick Goerdeler Target entity description: Klynveld Peat Marwick Goerdeler is a global professional services network and one of the Big Four accounting firms, providing audit, tax, and advisory services worldwide.
-
A.
Secker & Warburg
Secker & Warburg was a notable British publishing house renowned for issuing influential mid-20th-century works of political and literary significance, including George Orwell’s major novels.
-
B.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
-
C.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
-
D.
Max Warburg
Max Warburg was a prominent German Jewish banker and influential figure in international finance in the late 19th and early 20th centuries.
-
E.
Otto Wigand
Otto Wigand was a 19th-century German publisher known for issuing influential socialist and political works, including early editions of Friedrich Engels’ writings.
- 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_69be81fcd98081909759612c94ab37d2 |
completed | March 21, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69be8387ac98819081d353ef7b7aea35 |
completed | March 21, 2026, 11:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be83d5f1cc8190a8e44261244f7a1d |
completed | March 21, 2026, 11:41 a.m. |
Created at: March 20, 2026, 1:33 p.m.