Triple
T15728344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biberach an der Riß |
E381274
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Hochschule Biberach University of Applied Sciences
Hochschule Biberach University of Applied Sciences is a German applied sciences university known for its practice-oriented programs in fields such as construction, energy, and business, located in the town of Biberach an der Riß in Baden-Württemberg.
|
E1173412
|
NE FINISHED |
How this triple was built (4 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 Biberach University of Applied Sciences | Statement: [Biberach an der Riß, hasHigherEducationInstitution, Hochschule Biberach University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hochschule Biberach University of Applied Sciences Context triple: [Biberach an der Riß, hasHigherEducationInstitution, Hochschule Biberach University of Applied Sciences]
-
A.
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.
-
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.
Esslingen University of Applied Sciences
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.
-
D.
Furtwangen University of Applied Sciences
Furtwangen University of Applied Sciences is a German public university of applied sciences known for its strong programs in engineering, computer science, and business, with a focus on practical, industry-oriented education and research.
-
E.
Ansbach University of Applied Sciences
Ansbach University of Applied Sciences is a German public university of applied sciences located in the town of Ansbach in Bavaria, offering practice-oriented programs in fields such as business, engineering, and media.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hochschule Biberach University of Applied Sciences Triple: [Biberach an der Riß, hasHigherEducationInstitution, Hochschule Biberach University of Applied Sciences]
Generated description
Hochschule Biberach University of Applied Sciences is a German applied sciences university known for its practice-oriented programs in fields such as construction, energy, and business, located in the town of Biberach an der Riß in Baden-Württemberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hochschule Biberach University of Applied Sciences Target entity description: Hochschule Biberach University of Applied Sciences is a German applied sciences university known for its practice-oriented programs in fields such as construction, energy, and business, located in the town of Biberach an der Riß in Baden-Württemberg.
-
A.
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.
-
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.
Esslingen University of Applied Sciences
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.
-
D.
Furtwangen University of Applied Sciences
Furtwangen University of Applied Sciences is a German public university of applied sciences known for its strong programs in engineering, computer science, and business, with a focus on practical, industry-oriented education and research.
-
E.
Ansbach University of Applied Sciences
Ansbach University of Applied Sciences is a German public university of applied sciences located in the town of Ansbach in Bavaria, offering practice-oriented programs in fields such as business, engineering, and media.
- F. None of above. chosen
Provenance (5 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_69d86d9cdb648190bf3171be0bd7d872 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb4cc0081909efe330339474017 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82faa5508190a28e2a224d4a4a06 |
completed | May 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69ff8388b3588190ae55c123bb19cb2c |
completed | May 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff84125e808190a4d465d9effad639 |
completed | May 9, 2026, 6:59 p.m. |
Created at: April 10, 2026, 4:46 a.m.