Triple
T14429707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schmalkalden |
E357790
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Applied Sciences Schmalkalden
The University of Applied Sciences Schmalkalden is a German higher education institution offering practice-oriented degree programs in fields such as engineering, business, and computer science.
|
E1100017
|
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: University of Applied Sciences Schmalkalden | Statement: [Schmalkalden, hasUniversity, University of Applied Sciences Schmalkalden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Schmalkalden Context triple: [Schmalkalden, hasUniversity, University of Applied Sciences Schmalkalden]
-
A.
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.
-
B.
Merseburg University of Applied Sciences
Merseburg University of Applied Sciences is a German public university of applied sciences located in Merseburg, Saxony-Anhalt, offering practice-oriented programs in engineering, business, and social sciences.
-
C.
Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
-
D.
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.
-
E.
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.
- 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: University of Applied Sciences Schmalkalden Triple: [Schmalkalden, hasUniversity, University of Applied Sciences Schmalkalden]
Generated description
The University of Applied Sciences Schmalkalden is a German higher education institution offering practice-oriented degree programs in fields such as engineering, business, and computer science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Schmalkalden Target entity description: The University of Applied Sciences Schmalkalden is a German higher education institution offering practice-oriented degree programs in fields such as engineering, business, and computer science.
-
A.
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.
-
B.
Merseburg University of Applied Sciences
Merseburg University of Applied Sciences is a German public university of applied sciences located in Merseburg, Saxony-Anhalt, offering practice-oriented programs in engineering, business, and social sciences.
-
C.
Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
-
D.
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.
-
E.
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.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91154de881909266ae88d1545685 |
completed | April 14, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bd1c4d0819085edb9ed22128b68 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d42e1b48190b41ecafcf9ca9a3b |
completed | May 8, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e1ca1e081908441508d651ecc63 |
completed | May 8, 2026, 3:53 a.m. |
Created at: April 10, 2026, 1:18 a.m.