Triple
T2532880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John W. Mauchly |
E56200
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mary Augusta Walzl
Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
|
E304943
|
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 Augusta Walzl | Statement: [John W. Mauchly, spouse, Mary Augusta Walzl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Augusta Walzl Context triple: [John W. Mauchly, spouse, Mary Augusta Walzl]
-
A.
Mary Theresa Gallwey
Mary Theresa Gallwey was the mother of renowned British architect Sir Edwin Lutyens.
-
B.
Maria Louisa Kissam
Maria Louisa Kissam was a 19th-century American socialite best known as the wife of railroad magnate William Henry Vanderbilt and the mother of Frederick William Vanderbilt.
-
C.
Mary Ann Bertles
Mary Ann Bertles was the wife of U.S. Supreme Court Justice Potter Stewart.
-
D.
Sophia Matilda Arnold
Sophia Matilda Arnold was a daughter of American Revolutionary War figure Peggy Shippen and her husband, the infamous turncoat general Benedict Arnold.
-
E.
Mary Theresa Mehegan Hill
Mary Theresa Mehegan Hill was the wife of American railroad magnate James J. Hill and the matriarch of the prominent Hill family in St. Paul, Minnesota.
- 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 Augusta Walzl Triple: [John W. Mauchly, spouse, Mary Augusta Walzl]
Generated description
Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Augusta Walzl Target entity description: Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
-
A.
Mary Theresa Gallwey
Mary Theresa Gallwey was the mother of renowned British architect Sir Edwin Lutyens.
-
B.
Maria Louisa Kissam
Maria Louisa Kissam was a 19th-century American socialite best known as the wife of railroad magnate William Henry Vanderbilt and the mother of Frederick William Vanderbilt.
-
C.
Mary Ann Bertles
Mary Ann Bertles was the wife of U.S. Supreme Court Justice Potter Stewart.
-
D.
Sophia Matilda Arnold
Sophia Matilda Arnold was a daughter of American Revolutionary War figure Peggy Shippen and her husband, the infamous turncoat general Benedict Arnold.
-
E.
Mary Theresa Mehegan Hill
Mary Theresa Mehegan Hill was the wife of American railroad magnate James J. Hill and the matriarch of the prominent Hill family in St. Paul, Minnesota.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd279cf108190b03fb6e0265f39d9 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d1c73d88190b4e871b9876e1a52 |
completed | March 10, 2026, 1:31 p.m. |
| NEDg | Description generation | batch_69b0212016f881909e7ce8726680f40f |
completed | March 10, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b022213c6c81909549e5c46991f4a9 |
completed | March 10, 2026, 1:52 p.m. |
Created at: March 6, 2026, 9:47 p.m.