Triple
T8778284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pforzheim |
E208654
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Pforzheim University
Pforzheim University is a German university of applied sciences known for its strong programs in business, design, and engineering.
|
E771480
|
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: Pforzheim University | Statement: [Pforzheim, hasUniversity, Pforzheim University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pforzheim University Context triple: [Pforzheim, hasUniversity, Pforzheim University]
-
A.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
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.
University of Kassel
The University of Kassel is a public research university in Kassel, Germany, known for its interdisciplinary programs and strengths in environmental, engineering, and social sciences.
-
D.
Freiburg University
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
-
E.
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.
- 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: Pforzheim University Triple: [Pforzheim, hasUniversity, Pforzheim University]
Generated description
Pforzheim University is a German university of applied sciences known for its strong programs in business, design, and engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pforzheim University Target entity description: Pforzheim University is a German university of applied sciences known for its strong programs in business, design, and engineering.
-
A.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
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.
University of Kassel
The University of Kassel is a public research university in Kassel, Germany, known for its interdisciplinary programs and strengths in environmental, engineering, and social sciences.
-
D.
Freiburg University
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
-
E.
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.
- 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_69ca835fbee88190bf625939bac48d7f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f51b3d48190b542a0423d3938e0 |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0771920819081f191567c7e9fd2 |
completed | April 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69cfd14a28d48190b63561f9a537daeb |
completed | April 3, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd1fd6db08190921285c3cfd3ce91 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 6:42 p.m.