Triple
T17229893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Political Element in the Development of Economic Theory |
E418211
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Stockholm school of economics |
E432145
|
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: Stockholm school of economics | Statement: [The Political Element in the Development of Economic Theory, associatedWith, Stockholm school of economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stockholm school of economics Context triple: [The Political Element in the Development of Economic Theory, associatedWith, Stockholm school of economics]
-
A.
Stockholm School of Economics
chosen
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
-
B.
Helsinki School of Economics
Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
-
C.
Stockholm University
Stockholm University is a major public research university in Sweden known for its strong programs in the humanities, social sciences, natural sciences, and law.
-
D.
Turku School of Economics
Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
-
E.
Norwegian School of Economics
The Norwegian School of Economics is a leading business school and research institution in Bergen, Norway, renowned for its economics and business administration programs.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df62ec48190b2ed633a5bcc0255 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170ef3110819097ac1346ae33ef94 |
completed | May 11, 2026, 6:02 a.m. |
Created at: April 10, 2026, 5:39 a.m.