Triple
T6429052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francis Galton |
E128131
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object |
differential psychology
Differential psychology is a branch of psychology that studies systematic differences in behavior, emotion, and cognition between individuals and groups, often using quantitative and statistical methods.
|
E592481
|
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: differential psychology | Statement: [Francis Galton, fieldOfWork, differential psychology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: differential psychology Context triple: [Francis Galton, fieldOfWork, differential psychology]
-
A.
individual psychology
Individual psychology is a psychological theory and therapeutic approach that emphasizes the uniqueness of the individual, the importance of social belonging, and the role of purposeful striving in shaping personality and behavior.
-
B.
humanistic psychology
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
-
C.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
D.
Experimental psychology
Experimental psychology is a branch of psychology that uses controlled scientific experiments to study mental processes and behavior.
-
E.
Psychologia empirica
Psychologia empirica is a work of early modern philosophy that develops an empirical approach to the study of the human mind and its operations.
- 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: differential psychology Triple: [Francis Galton, fieldOfWork, differential psychology]
Generated description
Differential psychology is a branch of psychology that studies systematic differences in behavior, emotion, and cognition between individuals and groups, often using quantitative and statistical methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: differential psychology Target entity description: Differential psychology is a branch of psychology that studies systematic differences in behavior, emotion, and cognition between individuals and groups, often using quantitative and statistical methods.
-
A.
individual psychology
Individual psychology is a psychological theory and therapeutic approach that emphasizes the uniqueness of the individual, the importance of social belonging, and the role of purposeful striving in shaping personality and behavior.
-
B.
humanistic psychology
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
-
C.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
D.
Experimental psychology
Experimental psychology is a branch of psychology that uses controlled scientific experiments to study mental processes and behavior.
-
E.
Psychologia empirica
Psychologia empirica is a work of early modern philosophy that develops an empirical approach to the study of the human mind and its operations.
- 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c06923b12081908a09543450b88c24 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640e678608190b5a1dcd1076bc1f2 |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c641d6024c8190996aae40851a3b73 |
completed | March 27, 2026, 8:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6425e0a348190bc1eb90eb8c00597 |
completed | March 27, 2026, 8:39 a.m. |
Created at: March 22, 2026, 4:44 p.m.