Triple
T20303722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Marwick |
E505550
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Klynveld Peat Marwick Goerdeler |
—
|
NE NERFINISHED |
How this triple was built (2 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: [James Marwick, associatedWith, Klynveld Peat Marwick Goerdeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klynveld Peat Marwick Goerdeler Context triple: [James Marwick, associatedWith, Klynveld Peat Marwick Goerdeler]
-
A.
Klynveld Peat Marwick Goerdeler
chosen
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.
-
B.
Roland Berger
Roland Berger is a German entrepreneur and founder of the international management consulting firm Roland Berger Strategy Consultants.
-
C.
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.
-
D.
Schuckert & Co.
Schuckert & Co. was a German electrical engineering firm that became part of Siemens-Schuckertwerke, contributing significantly to early developments in power and electrical technology.
-
E.
Gerd Bucerius
Gerd Bucerius was a German lawyer, politician, and publisher, best known as a co-founder of the weekly newspaper Die Zeit and as a prominent supporter of independent journalism and civil liberties.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 11:17 a.m.