Triple
T12418736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heilbronn |
E296707
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E980364
|
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: Heilbronn University of Applied Sciences | Statement: [Heilbronn, hasUniversity, Heilbronn University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heilbronn University of Applied Sciences Context triple: [Heilbronn, hasUniversity, Heilbronn University of Applied Sciences]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
- 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: Heilbronn University of Applied Sciences Triple: [Heilbronn, hasUniversity, Heilbronn University of Applied Sciences]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heilbronn University of Applied Sciences Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d6efd748190a5d9396a343e41e1 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634933b9881909fd592ede7c3e49c |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356c21908190b34d1324da8f8052 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63693f5c881909a9683a0c6a68739 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.