Triple
T4135731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koch Industries |
E85149
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Chase Koch
Chase Koch is an American businessman and investor, best known as a leading member of the Koch family and a senior executive shaping the strategic direction and venture investments of Koch Industries.
|
E414403
|
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: Chase Koch | Statement: [Koch Industries, keyPerson, Chase Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chase Koch Context triple: [Koch Industries, keyPerson, Chase Koch]
-
A.
Taylor Kornieck
Taylor Kornieck is an American professional soccer midfielder known for her height, aerial ability, and playmaking, who has played in the National Women's Soccer League and for the U.S. women's national team.
-
B.
Shauneen Bruder
Shauneen Bruder is a Canadian business leader and executive who has served as chancellor of the University of Guelph.
-
C.
Kelsey Gonzalez
Kelsey Gonzalez is a visual artist and designer known for creating cover art, including work for the band Bush.
-
D.
Madison Kocian
Madison Kocian is an American artistic gymnast, Olympic gold and silver medalist, and former member of the U.S. national team known for her success on the uneven bars.
-
E.
Bailey Olter
Bailey Olter was a Micronesian politician who served as the second President of the Federated States of Micronesia in the early 1990s.
- 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: Chase Koch Triple: [Koch Industries, keyPerson, Chase Koch]
Generated description
Chase Koch is an American businessman and investor, best known as a leading member of the Koch family and a senior executive shaping the strategic direction and venture investments of Koch Industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chase Koch Target entity description: Chase Koch is an American businessman and investor, best known as a leading member of the Koch family and a senior executive shaping the strategic direction and venture investments of Koch Industries.
-
A.
Taylor Kornieck
Taylor Kornieck is an American professional soccer midfielder known for her height, aerial ability, and playmaking, who has played in the National Women's Soccer League and for the U.S. women's national team.
-
B.
Shauneen Bruder
Shauneen Bruder is a Canadian business leader and executive who has served as chancellor of the University of Guelph.
-
C.
Kelsey Gonzalez
Kelsey Gonzalez is a visual artist and designer known for creating cover art, including work for the band Bush.
-
D.
Madison Kocian
Madison Kocian is an American artistic gymnast, Olympic gold and silver medalist, and former member of the U.S. national team known for her success on the uneven bars.
-
E.
Bailey Olter
Bailey Olter was a Micronesian politician who served as the second President of the Federated States of Micronesia in the early 1990s.
- 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0233009881909333375d597b58b6 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576c75e5c8190acc4ee72cb574432 |
completed | March 14, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69b57799f22481908cfda7e620a77187 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b578003dd48190b9264fd834cffbdf |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:43 p.m.