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.