Triple
T169282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B. F. Skinner |
E3082
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E21048
|
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: The Behavior of Organisms | Statement: [B. F. Skinner, notableWork, The Behavior of Organisms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Behavior of Organisms Context triple: [B. F. Skinner, notableWork, The Behavior of Organisms]
-
A.
The Insect Societies
The Insect Societies is a landmark scientific book by E.O. Wilson that systematically examines the behavior, social organization, and evolution of social insects such as ants, bees, wasps, and termites.
-
B.
behavioral ecology
Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
-
C.
The Diversity of Life
The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
-
D.
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.
-
E.
Zoonomia; or, The Laws of Organic Life
Zoonomia; or, The Laws of Organic Life is an influential late-18th-century medical and biological treatise by Erasmus Darwin that proposed early ideas about evolution, physiology, and the organization of living beings.
- 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: The Behavior of Organisms Triple: [B. F. Skinner, notableWork, The Behavior of Organisms]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Behavior of Organisms Target entity description: 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.
-
A.
The Insect Societies
The Insect Societies is a landmark scientific book by E.O. Wilson that systematically examines the behavior, social organization, and evolution of social insects such as ants, bees, wasps, and termites.
-
B.
behavioral ecology
Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
-
C.
The Diversity of Life
The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
-
D.
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.
-
E.
Zoonomia; or, The Laws of Organic Life
Zoonomia; or, The Laws of Organic Life is an influential late-18th-century medical and biological treatise by Erasmus Darwin that proposed early ideas about evolution, physiology, and the organization of living beings.
- 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_69a2e0f8bf748190b2752f250a63d8e3 |
completed | Feb. 28, 2026, 12:35 p.m. |
| NEDg | Description generation | batch_69a2e16a3c088190a7ed30c60da89e6e |
completed | Feb. 28, 2026, 12:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2e2a9c8608190a65a4a3b80cd6970 |
completed | Feb. 28, 2026, 12:42 p.m. |
Created at: Feb. 28, 2026, 2:34 a.m.