Triple
T349969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamburg |
E7419
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Hamburg
The University of Hamburg is a major public research university in Hamburg, Germany, known for its wide range of academic disciplines and significant contributions to science and scholarship.
|
E62536
|
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 Hamburg | Statement: [Hamburg, hasUniversity, University of Hamburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Hamburg Context triple: [Hamburg, hasUniversity, University of Hamburg]
-
A.
Leibniz University Hannover
Leibniz University Hannover is a major public research university in Hanover, Germany, known for its strong engineering, natural sciences, and interdisciplinary programs.
-
B.
University of Kiel
The University of Kiel is a major German public research university in the city of Kiel, known for its contributions to the natural sciences, humanities, and marine research.
-
C.
Humboldt University of Berlin
Humboldt University of Berlin is a prestigious public research university in Germany’s capital, renowned for its historic contributions to science and the humanities and for pioneering the modern research university model.
-
D.
University of Bonn
The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
-
E.
University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
- 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 Hamburg Triple: [Hamburg, hasUniversity, University of Hamburg]
Generated description
The University of Hamburg is a major public research university in Hamburg, Germany, known for its wide range of academic disciplines and significant contributions to science and scholarship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Hamburg Target entity description: The University of Hamburg is a major public research university in Hamburg, Germany, known for its wide range of academic disciplines and significant contributions to science and scholarship.
-
A.
Leibniz University Hannover
Leibniz University Hannover is a major public research university in Hanover, Germany, known for its strong engineering, natural sciences, and interdisciplinary programs.
-
B.
University of Kiel
The University of Kiel is a major German public research university in the city of Kiel, known for its contributions to the natural sciences, humanities, and marine research.
-
C.
Humboldt University of Berlin
Humboldt University of Berlin is a prestigious public research university in Germany’s capital, renowned for its historic contributions to science and the humanities and for pioneering the modern research university model.
-
D.
University of Bonn
The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
-
E.
University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eb1f028c819098fa6480b4ca5cf0 |
completed | Feb. 28, 2026, 1:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4853de9708190bd7156ef097bde29 |
completed | March 1, 2026, 6:28 p.m. |
| NEDg | Description generation | batch_69a485ff84c08190998903ee526382f9 |
completed | March 1, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4864a0ee08190959c1fbb49ef5c9c |
completed | March 1, 2026, 6:32 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.