Triple

T3920530
Position Surface form Disambiguated ID Type / Status
Subject Science and Culture, and Other Essays E88946 entity
Predicate hasEssay P27484 FINISHED
Object On the Study of Biology
"On the Study of Biology" is an essay by Thomas Henry Huxley that reflects on the nature, methods, and educational value of biological science.
E400552 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 Study of Biology | Statement: [Science and Culture, and Other Essays, hasEssay, On the Study of Biology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On the Study of Biology
Context triple: [Science and Culture, and Other Essays, hasEssay, On the Study of Biology]
  • A. 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.
  • B. 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.
  • C. The Science of Life
    The Science of Life is a landmark early 20th-century biology book co-authored by H.G. Wells, his son George Philip Wells, and Julian Huxley that presents modern biological science in an accessible, encyclopedic form.
  • D. The Growth of Biological Thought
    The Growth of Biological Thought is a landmark 1982 book by evolutionary biologist Ernst Mayr that traces the historical development and conceptual foundations of modern biology, especially evolutionary theory and systematics.
  • E. The Physiology of Common Life
    The Physiology of Common Life is a 19th-century popular science book by George Henry Lewes that explains human physiological processes in accessible, everyday terms.
  • 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 Study of Biology
Triple: [Science and Culture, and Other Essays, hasEssay, On the Study of Biology]
Generated description
"On the Study of Biology" is an essay by Thomas Henry Huxley that reflects on the nature, methods, and educational value of biological science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On the Study of Biology
Target entity description: "On the Study of Biology" is an essay by Thomas Henry Huxley that reflects on the nature, methods, and educational value of biological science.
  • A. 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.
  • B. 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.
  • C. The Science of Life
    The Science of Life is a landmark early 20th-century biology book co-authored by H.G. Wells, his son George Philip Wells, and Julian Huxley that presents modern biological science in an accessible, encyclopedic form.
  • D. The Growth of Biological Thought
    The Growth of Biological Thought is a landmark 1982 book by evolutionary biologist Ernst Mayr that traces the historical development and conceptual foundations of modern biology, especially evolutionary theory and systematics.
  • E. The Physiology of Common Life
    The Physiology of Common Life is a 19th-century popular science book by George Henry Lewes that explains human physiological processes in accessible, everyday terms.
  • 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.