Triple
T1708795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart |
E36930
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Stuttgart Media University
Stuttgart Media University is a specialized German university in Stuttgart focused on media, information, and communication studies and technologies.
|
E193557
|
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: Stuttgart Media University | Statement: [Stuttgart, hasUniversity, Stuttgart Media University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuttgart Media University Context triple: [Stuttgart, hasUniversity, Stuttgart Media University]
-
A.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
B.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
C.
Goethe University Frankfurt
Goethe University Frankfurt is a major public research university in Frankfurt, Germany, known for its strong programs in the natural sciences, social sciences, and humanities.
-
D.
University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
-
E.
German University of Administrative Sciences Speyer
The German University of Administrative Sciences Speyer is a specialized higher education institution in Germany focused on public administration, administrative law, and governance, serving as a key training and research center for civil servants and public sector professionals.
- 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: Stuttgart Media University Triple: [Stuttgart, hasUniversity, Stuttgart Media University]
Generated description
Stuttgart Media University is a specialized German university in Stuttgart focused on media, information, and communication studies and technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuttgart Media University Target entity description: Stuttgart Media University is a specialized German university in Stuttgart focused on media, information, and communication studies and technologies.
-
A.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
B.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
C.
Goethe University Frankfurt
Goethe University Frankfurt is a major public research university in Frankfurt, Germany, known for its strong programs in the natural sciences, social sciences, and humanities.
-
D.
University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
-
E.
German University of Administrative Sciences Speyer
The German University of Administrative Sciences Speyer is a specialized higher education institution in Germany focused on public administration, administrative law, and governance, serving as a key training and research center for civil servants and public sector professionals.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa63118618819085700fa84e362d60 |
completed | March 6, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ad849648190b2bb0e2a50cd6c75 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957912808190be5b6ed8d3f20535 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97accca48190bc43e94337589a5f |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.