Triple
T12177793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Willard |
E290133
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object | A Plan for Improving Female Education |
E967528
|
NE FINISHED |
How this triple was built (2 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: A Plan for Improving Female Education | Statement: [Emma Willard, wrote, A Plan for Improving Female Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Plan for Improving Female Education Context triple: [Emma Willard, wrote, A Plan for Improving Female Education]
-
A.
A Plan for Improving Female Education
chosen
"A Plan for Improving Female Education" is an influential 1819 treatise by American educator Emma Willard that advocated for expanded and rigorous academic opportunities for women in the United States.
-
B.
A Woman’s Education
"A Woman’s Education" is a memoir by Jill Ker Conway that reflects on her experiences and challenges as an academic and the first female president of Smith College, exploring themes of gender, leadership, and personal growth.
-
C.
Strictures on the Modern System of Female Education
Strictures on the Modern System of Female Education is an influential late-18th-century conduct and educational treatise by Hannah More that critiques contemporary female schooling and advocates a morally grounded, Christian-based education for women.
-
D.
An Essay on the Education of Female Teachers
"An Essay on the Education of Female Teachers" is a 19th-century work by Catharine Beecher advocating for the professional training and social importance of women as educators.
-
E.
The Higher Education of Women
The Higher Education of Women is an influential 19th-century work by Emily Davies advocating for women's access to university-level education on equal terms with men.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915fa6ff08190a1ddb3606c229cad |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a88b8748190a6c95e143f370010 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:50 p.m.