Triple
T8215156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pure Sociology |
E191913
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object | Applied Sociology |
E191914
|
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: Applied Sociology | Statement: [Pure Sociology, followedBy, Applied Sociology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Applied Sociology Context triple: [Pure Sociology, followedBy, Applied Sociology]
-
A.
Applied Sociology
chosen
Applied Sociology is a foundational work in sociological theory by Lester Frank Ward that advocates using scientific methods and social planning to address and improve social problems.
-
B.
Sociology
Sociology is the systematic study of human society, social relationships, and the structures and processes that shape collective life.
-
C.
Social Sciences
Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
-
D.
School of Applied Social Studies
The School of Applied Social Studies is an academic unit of Robert Gordon University specializing in professional education and research in fields such as social work, social care, and related social sciences.
-
E.
Pure Sociology
Pure Sociology is a foundational 1903 work by American sociologist Lester Frank Ward that systematically outlines his theory of sociology as a science capable of guiding social progress through rational planning and reform.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedf320c08190ada5ae5c47d059eb |
completed | April 1, 2026, 10:05 a.m. |
Created at: March 30, 2026, 5:44 p.m.