Triple
T13635450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred C. Koch |
E325835
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mary Robinson Koch
Mary Robinson Koch was the wife of American chemical engineer and industrialist Fred C. Koch and the mother of the prominent Koch family heirs.
|
E1052546
|
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: Mary Robinson Koch | Statement: [Fred C. Koch, spouse, Mary Robinson Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Robinson Koch Context triple: [Fred C. Koch, spouse, Mary Robinson Koch]
-
A.
Kathleen Gingrich
Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
-
B.
Michelle Mitchell
Michelle Mitchell is a British charity leader and health advocate who serves as the chief executive of Cancer Research UK, one of the world’s largest independent cancer research organizations.
-
C.
Carolyn Cheeks Kilpatrick
Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
-
D.
Victoria Gifford Kennedy
Victoria Gifford Kennedy is an American philanthropist and member of the Kennedy family, known for her charitable work and public service.
-
E.
Bridget McCain
Bridget McCain is the adopted daughter of the late U.S. Senator and 2008 Republican presidential nominee John McCain and his wife Cindy, originally from Bangladesh.
- 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: Mary Robinson Koch Triple: [Fred C. Koch, spouse, Mary Robinson Koch]
Generated description
Mary Robinson Koch was the wife of American chemical engineer and industrialist Fred C. Koch and the mother of the prominent Koch family heirs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Robinson Koch Target entity description: Mary Robinson Koch was the wife of American chemical engineer and industrialist Fred C. Koch and the mother of the prominent Koch family heirs.
-
A.
Kathleen Gingrich
Kathleen Gingrich was an American author and television personality best known as the outspoken mother of former U.S. House Speaker Newt Gingrich.
-
B.
Michelle Mitchell
Michelle Mitchell is a British charity leader and health advocate who serves as the chief executive of Cancer Research UK, one of the world’s largest independent cancer research organizations.
-
C.
Carolyn Cheeks Kilpatrick
Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
-
D.
Victoria Gifford Kennedy
Victoria Gifford Kennedy is an American philanthropist and member of the Kennedy family, known for her charitable work and public service.
-
E.
Bridget McCain
Bridget McCain is the adopted daughter of the late U.S. Senator and 2008 Republican presidential nominee John McCain and his wife Cindy, originally from Bangladesh.
- 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_69d8076beddc8190a53156f5bea77f5e |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc5a616dc81908b8c1213e1d4beed |
completed | April 12, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78aef6fd08190b209a94b9ddd024c |
completed | May 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69f78bd316788190a245e8199f6ac87b |
completed | May 3, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78c94da6c8190b9bc1d04cee19c3c |
completed | May 3, 2026, 5:57 p.m. |
Created at: April 9, 2026, 9:51 p.m.