Triple
T277047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert Spencer |
E5272
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | social Darwinism |
E1405
|
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: social Darwinism | Statement: [Herbert Spencer, movement, social Darwinism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: social Darwinism Context triple: [Herbert Spencer, movement, social Darwinism]
-
A.
Social Darwinism
chosen
Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
-
B.
Darwinism
Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
-
C.
sociobiology
Sociobiology is a field of study that examines the biological and evolutionary basis of social behavior in animals, including humans.
-
D.
Lamarckism
Lamarckism is an early evolutionary theory proposing that organisms can pass on traits acquired during their lifetime to their offspring, emphasizing use and disuse of organs as drivers of change.
-
E.
Sociobiology: The New Synthesis
Sociobiology: The New Synthesis is a landmark 1975 book by biologist Edward O. Wilson that founded the modern field of sociobiology by applying evolutionary theory to the study of social behavior in animals and humans.
- 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_69a257e6c8788190987dfe705ca2912a |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25ded68c88190b1fc595ce329aeb9 |
completed | Feb. 28, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a391525a7081909166884a8ea47ace |
completed | March 1, 2026, 1:07 a.m. |
Created at: Feb. 28, 2026, 2:59 a.m.