Triple
T16530829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | survival of the fittest |
E401560
|
entity |
| Predicate | firstAppearedIn |
P4114
|
FINISHED |
| Object | Principles of Biology |
E707107
|
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: Principles of Biology | Statement: [survival of the fittest, firstAppearedIn, Principles of Biology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principles of Biology Context triple: [survival of the fittest, firstAppearedIn, Principles of Biology]
-
A.
The Principles of Biology
chosen
The Principles of Biology is a foundational 19th-century work by Herbert Spencer that applies evolutionary theory and systematic philosophical reasoning to explain the laws and processes of life.
-
B.
Biology: The Science of Life
"Biology: The Science of Life" is a comprehensive biology textbook co-authored by George Philip Wells that presents fundamental principles of living systems for students and general readers.
-
C.
Biological and Biochemical Foundations of Living Systems
Biological and Biochemical Foundations of Living Systems is an MCAT exam section that tests understanding of biology and biochemistry concepts as they relate to the processes and functions of living organisms.
-
D.
Biological Systems Science
Biological Systems Science is a research subprogram that investigates the structure, function, and interactions of living systems, often using systems biology and omics approaches to understand and predict biological behavior.
-
E.
The Behavior of Organisms
The Behavior of Organisms is B. F. Skinner’s foundational 1938 book that systematically outlines the principles of operant conditioning and experimental analysis of behavior.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32ed741088190a285f8f9431810f3 |
completed | April 18, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00609129808190b893346e06deb944 |
completed | May 10, 2026, 10:40 a.m. |
Created at: April 10, 2026, 5:14 a.m.