Triple
T5194842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walden Two Revisited |
E117244
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Science and Human Behavior |
E21049
|
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: Science and Human Behavior | Statement: [Walden Two Revisited, relatedWork, Science and Human Behavior]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Science and Human Behavior Context triple: [Walden Two Revisited, relatedWork, Science and Human Behavior]
-
A.
Science and Human Behavior
chosen
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
-
B.
Science and the Mind
"Science and the Mind" is a work coauthored by mathematical physicist Roger Penrose that explores the nature of consciousness and its relationship to scientific understanding.
-
C.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
-
D.
Science as a Vocation
Science as a Vocation is a seminal 1919 lecture-essay by sociologist Max Weber that examines the ethical, existential, and professional meaning of pursuing science in modern, rationalized society.
-
E.
Science in a Free Society
Science in a Free Society is a 1978 philosophical work by Paul Feyerabend that critiques scientific rationalism and argues for pluralism, democracy, and freedom in the practice and governance of science.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79f2935c81909b4e33904b89e818 |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09a347081909c2c6c4a2362d7dd |
completed | March 21, 2026, 6:16 p.m. |
Created at: March 20, 2026, 1:46 p.m.