Triple
T3920528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Science and Culture, and Other Essays |
E88946
|
entity |
| Predicate | hasEssay |
P27484
|
FINISHED |
| Object |
On the Educational Value of the Natural History Sciences
"On the Educational Value of the Natural History Sciences" is an essay by Thomas Henry Huxley that argues for the importance of studying natural history as a foundation for scientific education and critical thinking.
|
E400550
|
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: On the Educational Value of the Natural History Sciences | Statement: [Science and Culture, and Other Essays, hasEssay, On the Educational Value of the Natural History Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On the Educational Value of the Natural History Sciences Context triple: [Science and Culture, and Other Essays, hasEssay, On the Educational Value of the Natural History Sciences]
-
A.
A First Lesson in Natural History
A First Lesson in Natural History is a 19th-century introductory science book that presents basic concepts of natural history in an accessible, educational format for young readers.
-
B.
The Preparation of the Child for Science
The Preparation of the Child for Science is an educational work by Mary Everest Boole that explores how to cultivate children’s natural curiosity and intuitive thinking to prepare them for scientific learning.
-
C.
Essays of a Biologist
Essays of a Biologist is a collection of influential essays by evolutionary biologist Julian Huxley that explores biology’s implications for human society, philosophy, and the modern worldview.
-
D.
Darwin and Henslow: The Growth of an Idea
"Darwin and Henslow: The Growth of an Idea" is a historical and biographical work edited by Nora Barlow that explores Charles Darwin’s early scientific development and his relationship with his mentor John Stevens Henslow through their correspondence and related documents.
-
E.
Biology in the Age of Discovery
Biology in the Age of Discovery is the guiding motto of the Marine Biological Laboratory, reflecting its focus on pioneering, exploratory research in the life sciences.
- 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: On the Educational Value of the Natural History Sciences Triple: [Science and Culture, and Other Essays, hasEssay, On the Educational Value of the Natural History Sciences]
Generated description
"On the Educational Value of the Natural History Sciences" is an essay by Thomas Henry Huxley that argues for the importance of studying natural history as a foundation for scientific education and critical thinking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On the Educational Value of the Natural History Sciences Target entity description: "On the Educational Value of the Natural History Sciences" is an essay by Thomas Henry Huxley that argues for the importance of studying natural history as a foundation for scientific education and critical thinking.
-
A.
A First Lesson in Natural History
A First Lesson in Natural History is a 19th-century introductory science book that presents basic concepts of natural history in an accessible, educational format for young readers.
-
B.
The Preparation of the Child for Science
The Preparation of the Child for Science is an educational work by Mary Everest Boole that explores how to cultivate children’s natural curiosity and intuitive thinking to prepare them for scientific learning.
-
C.
Essays of a Biologist
Essays of a Biologist is a collection of influential essays by evolutionary biologist Julian Huxley that explores biology’s implications for human society, philosophy, and the modern worldview.
-
D.
Darwin and Henslow: The Growth of an Idea
"Darwin and Henslow: The Growth of an Idea" is a historical and biographical work edited by Nora Barlow that explores Charles Darwin’s early scientific development and his relationship with his mentor John Stevens Henslow through their correspondence and related documents.
-
E.
Biology in the Age of Discovery
Biology in the Age of Discovery is the guiding motto of the Marine Biological Laboratory, reflecting its focus on pioneering, exploratory research in the life sciences.
- 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_69aed955229881909e85e73ffab1d343 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed5c28b08190b32ce81e5bd8f586 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5286c807481908a67471da777b264 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5298d7be08190adb4a23edb716ce6 |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52de8756c81909d03188bdc29ee88 |
completed | March 14, 2026, 9:44 a.m. |
Created at: March 9, 2026, 3:22 p.m.