Triple
T13510798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Koch |
E321133
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Liz Koch
Liz Koch is an American philanthropist and arts patron best known as the wife of billionaire industrialist Charles Koch.
|
E1089473
|
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: Liz Koch | Statement: [Charles Koch, spouse, Liz Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liz Koch Context triple: [Charles Koch, spouse, Liz Koch]
-
A.
Betsy Koch
Betsy Koch is a film producer known for her work on the darkly comedic horror-thriller "The Menu."
-
B.
Liz Kruger
Liz Kruger is a television writer and producer best known for co-creating and showrunning series such as the sci-fi drama "Salvation."
-
C.
Liz Gorinsky
Liz Gorinsky is an acclaimed science fiction and fantasy editor known for her influential work at Tor Books and for winning major genre awards.
-
D.
Kelly Rohrbach
Kelly Rohrbach is an American model and actress best known for her role as C.J. Parker in the 2017 film adaptation of "Baywatch."
-
E.
Ann Chegwidden
Ann Chegwidden is a film editor known for her work on feature films, including the 1970 adaptation of "Wuthering Heights."
- 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: Liz Koch Triple: [Charles Koch, spouse, Liz Koch]
Generated description
Liz Koch is an American philanthropist and arts patron best known as the wife of billionaire industrialist Charles Koch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liz Koch Target entity description: Liz Koch is an American philanthropist and arts patron best known as the wife of billionaire industrialist Charles Koch.
-
A.
Betsy Koch
Betsy Koch is a film producer known for her work on the darkly comedic horror-thriller "The Menu."
-
B.
Liz Kruger
Liz Kruger is a television writer and producer best known for co-creating and showrunning series such as the sci-fi drama "Salvation."
-
C.
Liz Gorinsky
Liz Gorinsky is an acclaimed science fiction and fantasy editor known for her influential work at Tor Books and for winning major genre awards.
-
D.
Kelly Rohrbach
Kelly Rohrbach is an American model and actress best known for her role as C.J. Parker in the 2017 film adaptation of "Baywatch."
-
E.
Ann Chegwidden
Ann Chegwidden is a film editor known for her work on feature films, including the 1970 adaptation of "Wuthering Heights."
- 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_69d807629d6c8190998f1b9bb12d2ed0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaf86a6208190be8c18f7a0158f23 |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3239c3bc8190a6838fe8f2f016bf |
completed | May 8, 2026, 12:45 a.m. |
| NEDg | Description generation | batch_69fd339f04f48190abd13b7ce459c931 |
completed | May 8, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd341b65e481908cd39e64e52583eb |
completed | May 8, 2026, 12:53 a.m. |
Created at: April 9, 2026, 9:43 p.m.