Triple
T13355039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalmbach, DeMarco, Knapp & Chillingworth |
E318665
|
entity |
| Predicate | hasPartner |
P1136
|
FINISHED |
| Object | Herbert W. Kalmbach |
E82287
|
NE FINISHED |
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: Herbert W. Kalmbach | Statement: [Kalmbach, DeMarco, Knapp & Chillingworth, hasPartner, Herbert W. Kalmbach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert W. Kalmbach Context triple: [Kalmbach, DeMarco, Knapp & Chillingworth, hasPartner, Herbert W. Kalmbach]
-
A.
Herbert W. Kalmbach
chosen
Herbert W. Kalmbach was an American lawyer best known for his role as a fundraiser and legal counsel in Richard Nixon’s 1972 re-election campaign and his subsequent involvement in the Watergate scandal.
-
B.
John A. Cherberg
John A. Cherberg was a long-serving Washington State politician and former college football coach who became the state’s longest-tenured lieutenant governor.
-
C.
Ralph Schneider
Ralph Schneider was an American businessman best known as a co-founder of Diners Club, one of the world’s first charge card companies and a pioneer of modern credit cards.
-
D.
Frederick C. Peters
Frederick C. Peters was an American land developer and businessman best known for establishing the city of Plantation, Florida.
-
E.
John H. Ketcham
John H. Ketcham was a 19th-century American politician and Union Army officer who served multiple terms in the U.S. House of Representatives from New York.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99f1ef94c81909a59b7c3f77d3335 |
completed | April 11, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7306668288190ae8dc05ebadb4975 |
completed | May 3, 2026, 11:24 a.m. |
Created at: April 9, 2026, 9:32 p.m.