Triple
T4958725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Georgescu-Roegen |
E111349
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | University of Bucharest |
E160600
|
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: University of Bucharest | Statement: [Nicholas Georgescu-Roegen, employer, University of Bucharest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Bucharest Context triple: [Nicholas Georgescu-Roegen, employer, University of Bucharest]
-
A.
University of Bucharest
chosen
The University of Bucharest is one of Romania’s leading and oldest public universities, renowned for its comprehensive academic programs and significant contributions to research and higher education in the country.
-
B.
Ovidius University of Constanța
Ovidius University of Constanța is a public higher education institution in Romania, known for its diverse academic programs and coastal Black Sea location.
-
C.
Politehnica University of Bucharest
Politehnica University of Bucharest is a leading Romanian technical university renowned for its engineering and research programs.
-
D.
University of Czernowitz
The University of Czernowitz was a late 19th- and early 20th-century Austro-Hungarian university in Bukovina, known for its German-language instruction and notable faculty such as economist Joseph Schumpeter.
-
E.
Constantin Brâncoveanu University branch
Constantin Brâncoveanu University branch is a regional campus of Constantin Brâncoveanu University located in Râmnicu Vâlcea, Romania, offering higher education programs to local and nearby students.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d957cc8190b82fdd1ca61924bf |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81e4ccc4819090223633fdb04eee |
completed | March 21, 2026, 11:32 a.m. |
Created at: March 20, 2026, 1:32 p.m.