Triple
T18195575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louisa Gurney Hoare |
E435651
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Hints for the Improvement of Early Education |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hints for the Improvement of Early Education | Statement: [Louisa Gurney Hoare, notableWork, Hints for the Improvement of Early Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hints for the Improvement of Early Education Context triple: [Louisa Gurney Hoare, notableWork, Hints for the Improvement of Early Education]
-
A.
Smart Start early childhood initiative in North Carolina
Smart Start is a North Carolina statewide early childhood initiative that funds and coordinates programs to improve the health, education, and school readiness of young children.
-
B.
Aspects of Child Life and Education
Aspects of Child Life and Education is a psychological and educational work by G. Stanley Hall that explores children’s development, behavior, and learning within the context of early child-study and educational reform.
-
C.
On the Education of Children
On the Education of Children is a moral and philosophical essay by Plutarch offering guidance on the proper upbringing and instruction of the young.
-
D.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
E.
Purposeful Education for Africa
Purposeful Education for Africa is a seminal work by Ghanaian scholar and statesman Kofi Abrefa Busia that outlines his vision for an education system tailored to Africa’s social, cultural, and developmental needs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hints for the Improvement of Early Education Target entity description: "Hints for the Improvement of Early Education" is an influential 19th-century educational treatise by Louisa Gurney Hoare offering practical guidance on the moral and intellectual upbringing of young children.
-
A.
Smart Start early childhood initiative in North Carolina
Smart Start is a North Carolina statewide early childhood initiative that funds and coordinates programs to improve the health, education, and school readiness of young children.
-
B.
Aspects of Child Life and Education
Aspects of Child Life and Education is a psychological and educational work by G. Stanley Hall that explores children’s development, behavior, and learning within the context of early child-study and educational reform.
-
C.
On the Education of Children
On the Education of Children is a moral and philosophical essay by Plutarch offering guidance on the proper upbringing and instruction of the young.
-
D.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
E.
Purposeful Education for Africa
Purposeful Education for Africa is a seminal work by Ghanaian scholar and statesman Kofi Abrefa Busia that outlines his vision for an education system tailored to Africa’s social, cultural, and developmental needs.
- F. None of above. chosen
Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e0d2ad5881909d846f3851ac9ec9 |
completed | April 19, 2026, 2:04 p.m. |
Created at: April 10, 2026, 10:31 a.m.