Triple
T1348138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kurt Lewin |
E28817
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Lewin’s equation B = f(P, E)
Lewin’s equation B = f(P, E) is a foundational psychological formula stating that behavior (B) is a function of the interaction between the person (P) and their environment (E).
|
E28817
|
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: Lewin’s equation B = f(P, E) | Statement: [Kurt Lewin, knownFor, Lewin’s equation B = f(P, E)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lewin’s equation B = f(P, E) Context triple: [Kurt Lewin, knownFor, Lewin’s equation B = f(P, E)]
-
A.
Kurt Lewin
Kurt Lewin was a pioneering German-American psychologist best known for founding modern social psychology and developing field theory and action research.
-
B.
A Theory of Human Motivation
A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
-
C.
Bateson
Bateson is an English surname most notably associated with William Bateson, a pioneering biologist who helped establish and popularize the science of genetics.
-
D.
Motivation and Personality
Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
-
E.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
- 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: Lewin’s equation B = f(P, E) Triple: [Kurt Lewin, knownFor, Lewin’s equation B = f(P, E)]
Generated description
Lewin’s equation B = f(P, E) is a foundational psychological formula stating that behavior (B) is a function of the interaction between the person (P) and their environment (E).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lewin’s equation B = f(P, E) Target entity description: Lewin’s equation B = f(P, E) is a foundational psychological formula stating that behavior (B) is a function of the interaction between the person (P) and their environment (E).
-
A.
Kurt Lewin
chosen
Kurt Lewin was a pioneering German-American psychologist best known for founding modern social psychology and developing field theory and action research.
-
B.
A Theory of Human Motivation
A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
-
C.
Bateson
Bateson is an English surname most notably associated with William Bateson, a pioneering biologist who helped establish and popularize the science of genetics.
-
D.
Motivation and Personality
Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
-
E.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
- F. None of above.
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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c2418e38819094683d6e1efc6e56 |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc639201c81908ed9c9ac37cd358f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc71a3e808190aecbb57a64f39b6b |
completed | March 8, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc88e4ec08190945b366524b83088 |
completed | March 8, 2026, 12:53 a.m. |
Created at: March 1, 2026, 7:56 p.m.