Triple
T678136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nuremberg |
E13122
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Technical University of Nuremberg (in development)
The Technical University of Nuremberg (in development) is a planned German higher education institution focused on engineering, technology, and applied sciences in the city of Nuremberg.
|
E83437
|
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: Technical University of Nuremberg (in development) | Statement: [Nuremberg, hasUniversity, Technical University of Nuremberg (in development)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technical University of Nuremberg (in development) Context triple: [Nuremberg, hasUniversity, Technical University of Nuremberg (in development)]
-
A.
Technical University of Braunschweig
The Technical University of Braunschweig is a major German research university known for its strong engineering and natural sciences programs and its location in the city of Braunschweig.
-
B.
University of Erlangen-Nuremberg
The University of Erlangen-Nuremberg is a major German public research university in Bavaria known for its strong programs in science, engineering, and the humanities.
-
C.
Clausthal University of Technology
Clausthal University of Technology is a German public research university renowned for its engineering, natural sciences, and mining-related programs.
-
D.
Chemnitz University of Technology
Chemnitz University of Technology is a public research university in Chemnitz, Germany, known for its strong engineering, natural sciences, and interdisciplinary technology programs.
-
E.
Technical University of Berlin
The Technical University of Berlin is a major research-intensive university in Germany known for its strong engineering, natural sciences, and technology 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: Technical University of Nuremberg (in development) Triple: [Nuremberg, hasUniversity, Technical University of Nuremberg (in development)]
Generated description
The Technical University of Nuremberg (in development) is a planned German higher education institution focused on engineering, technology, and applied sciences in the city of Nuremberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technical University of Nuremberg (in development) Target entity description: The Technical University of Nuremberg (in development) is a planned German higher education institution focused on engineering, technology, and applied sciences in the city of Nuremberg.
-
A.
Technical University of Braunschweig
The Technical University of Braunschweig is a major German research university known for its strong engineering and natural sciences programs and its location in the city of Braunschweig.
-
B.
University of Erlangen-Nuremberg
The University of Erlangen-Nuremberg is a major German public research university in Bavaria known for its strong programs in science, engineering, and the humanities.
-
C.
Clausthal University of Technology
Clausthal University of Technology is a German public research university renowned for its engineering, natural sciences, and mining-related programs.
-
D.
Chemnitz University of Technology
Chemnitz University of Technology is a public research university in Chemnitz, Germany, known for its strong engineering, natural sciences, and interdisciplinary technology programs.
-
E.
Technical University of Berlin
The Technical University of Berlin is a major research-intensive university in Germany known for its strong engineering, natural sciences, and technology 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04c89148190b6330e86697bb37b |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a38b188190802394a35c83b10b |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c4482584819083b6b84ae8bf9b26 |
completed | March 2, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd4023288190b35ecf295eb58dc1 |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.