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.