Triple
T16410838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esslingen am Neckar |
E398557
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Hochschule Esslingen – University of Applied Sciences |
E713475
|
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: Hochschule Esslingen – University of Applied Sciences | Statement: [Esslingen am Neckar, hasUniversity, Hochschule Esslingen – University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hochschule Esslingen – University of Applied Sciences Context triple: [Esslingen am Neckar, hasUniversity, Hochschule Esslingen – University of Applied Sciences]
-
A.
Esslingen University of Applied Sciences
chosen
Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.
-
B.
Offenburg University of Applied Sciences
Offenburg University of Applied Sciences is a German institution of higher education specializing in practice-oriented programs in engineering, business, media, and information technology.
-
C.
Heilbronn University of Applied Sciences
Heilbronn University of Applied Sciences is a German public university of applied sciences offering practice-oriented programs in fields such as engineering, business, and informatics.
-
D.
Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
-
E.
Hanze University of Applied Sciences
Hanze University of Applied Sciences is a major Dutch university of applied sciences based in Groningen, offering professionally oriented higher education and research 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328731a408190b38dcab0b7bb65ff |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c66d41481909340f247f6e5393f |
completed | May 10, 2026, 8:05 a.m. |
Created at: April 10, 2026, 5:09 a.m.