Triple
T21951049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Economics and Management, University of Ferrara |
E542068
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | DEM |
—
|
NE NERFINISHED |
How this triple was built (3 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: DEM | Statement: [Department of Economics and Management, University of Ferrara, abbreviation, DEM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DEM Context triple: [Department of Economics and Management, University of Ferrara, abbreviation, DEM]
-
A.
DEM
DEM is the former official currency code for the Deutsche Mark, which was Germany’s national currency before the adoption of the euro.
-
B.
DE-EM
DE-EM is the ISO 3166-2 subdivision code assigned to the Emmendingen district in the German state of Baden-Württemberg.
-
C.
TDEM
TDEM is the Texas state agency responsible for coordinating emergency management, disaster response, and preparedness efforts across the state.
-
D.
DAL
DAL is the standard three-letter abbreviation used for the NHL team the Dallas Stars.
-
E.
DAL
DAL is the IATA airport code for Dallas Love Field, a major airport serving the Dallas, Texas area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DEM Target entity description: DEM is the Department of Economics and Management at the University of Ferrara, focusing on teaching and research in economic and managerial disciplines.
-
A.
DEM
DEM is the former official currency code for the Deutsche Mark, which was Germany’s national currency before the adoption of the euro.
-
B.
DE-EM
DE-EM is the ISO 3166-2 subdivision code assigned to the Emmendingen district in the German state of Baden-Württemberg.
-
C.
TDEM
TDEM is the Texas state agency responsible for coordinating emergency management, disaster response, and preparedness efforts across the state.
-
D.
DAL
DAL is the IATA airport code for Dallas Love Field, a major airport serving the Dallas, Texas area.
-
E.
DAL
DAL is the standard three-letter abbreviation used for the NHL team the Dallas Stars.
- F. None of above. chosen
Provenance (2 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_69e0c47ef0e48190a50e1bcc43f4b3fd |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1243bb9c88190a3774b9fa2af9871 |
completed | April 28, 2026, 9:18 p.m. |
Created at: April 16, 2026, 7:58 p.m.