Triple
T12088052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koch family |
E287861
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | David Koch |
E82328
|
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: David Koch | Statement: [Koch family, hasMember, David Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Koch Context triple: [Koch family, hasMember, David Koch]
-
A.
Charles Koch
Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
-
B.
Bill Koch
Bill Koch is an American businessman, sailor, and collector known for winning the 1992 America's Cup and for his involvement in the energy industry as part of the Koch family.
-
C.
David H. Koch
chosen
David H. Koch was an American businessman, chemical engineer, and philanthropist best known as a co-owner of Koch Industries and a major donor to conservative political causes and scientific and medical research institutions.
-
D.
Fred C. Koch
Fred C. Koch was an American chemical engineer and entrepreneur who co-founded the oil refining company that became Koch Industries.
-
E.
Steve Forbes
Steve Forbes is an American publishing executive and twice Republican presidential candidate best known as the editor-in-chief of Forbes magazine and a prominent advocate of a flat tax.
- 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_69d6ab4964708190850585628b287b0c |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91514c78c8190bc1cd569e524e8b4 |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e42cd588190835b3e8160bdbba5 |
completed | May 2, 2026, 3:54 p.m. |
Created at: April 8, 2026, 9:48 p.m.