Triple
T169286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B. F. Skinner |
E3082
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Beyond Freedom and Dignity
Beyond Freedom and Dignity is a controversial 1971 book by behaviorist B. F. Skinner that argues human behavior is best shaped through environmental conditioning rather than notions of free will or moral autonomy.
|
E21181
|
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: Beyond Freedom and Dignity | Statement: [B. F. Skinner, notableWork, Beyond Freedom and Dignity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyond Freedom and Dignity Context triple: [B. F. Skinner, notableWork, Beyond Freedom and Dignity]
-
A.
The Idea of Justice
The Idea of Justice is a philosophical work by Amartya Sen that critiques traditional theories of justice and proposes a comparative, realization-focused approach grounded in public reasoning and human capabilities.
-
B.
The Path to Freedom
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
-
C.
The Element of Freedom
The Element of Freedom is a 2009 R&B and soul studio album by Alicia Keys that blends piano-driven ballads with mid-tempo tracks exploring themes of love, vulnerability, and empowerment.
-
D.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
E.
Triumphant Democracy
Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
- 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: Beyond Freedom and Dignity Triple: [B. F. Skinner, notableWork, Beyond Freedom and Dignity]
Generated description
Beyond Freedom and Dignity is a controversial 1971 book by behaviorist B. F. Skinner that argues human behavior is best shaped through environmental conditioning rather than notions of free will or moral autonomy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyond Freedom and Dignity Target entity description: Beyond Freedom and Dignity is a controversial 1971 book by behaviorist B. F. Skinner that argues human behavior is best shaped through environmental conditioning rather than notions of free will or moral autonomy.
-
A.
The Idea of Justice
The Idea of Justice is a philosophical work by Amartya Sen that critiques traditional theories of justice and proposes a comparative, realization-focused approach grounded in public reasoning and human capabilities.
-
B.
The Path to Freedom
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
-
C.
The Element of Freedom
The Element of Freedom is a 2009 R&B and soul studio album by Alicia Keys that blends piano-driven ballads with mid-tempo tracks exploring themes of love, vulnerability, and empowerment.
-
D.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
E.
Triumphant Democracy
Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
- 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_69a2524ce1e48190ab066bf72859f474 |
completed | Feb. 28, 2026, 2:26 a.m. |
| NER | Named-entity recognition | batch_69a258b6f4f88190b1264bbbeb19a29e |
completed | Feb. 28, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2e3c131cc81909092b2aab26cd1ba |
completed | Feb. 28, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69a2e43c273c8190ac28bb1826f30eb4 |
completed | Feb. 28, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2e492948c8190a9338cf1a7b5acd8 |
completed | Feb. 28, 2026, 12:50 p.m. |
Created at: Feb. 28, 2026, 2:34 a.m.