Triple

T10255603
Position Surface form Disambiguated ID Type / Status
Subject Magdeburg E240455 entity
Predicate hasUniversity P113 FINISHED
Object Magdeburg-Stendal University of Applied Sciences
Magdeburg-Stendal University of Applied Sciences is a German public university of applied sciences offering practice-oriented programs in fields such as engineering, social work, and environmental studies across its campuses in Magdeburg and Stendal.
E850975 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: Magdeburg-Stendal University of Applied Sciences | Statement: [Magdeburg, hasUniversity, Magdeburg-Stendal University of Applied Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magdeburg-Stendal University of Applied Sciences
Context triple: [Magdeburg, hasUniversity, Magdeburg-Stendal University of Applied Sciences]
  • A. Merseburg University of Applied Sciences
    Merseburg University of Applied Sciences is a German public university of applied sciences located in Merseburg, Saxony-Anhalt, offering practice-oriented programs in engineering, business, and social sciences.
  • B. Neubrandenburg University of Applied Sciences
    Neubrandenburg University of Applied Sciences is a German university of applied sciences offering practice-oriented degree programs, particularly in fields such as social work, health, agriculture, and technology.
  • C. Technical University of Magdeburg
    The Technical University of Magdeburg is a German higher education institution known for its engineering and technical programs, located in the city of Magdeburg.
  • D. Lübeck University of Applied Sciences
    Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
  • E. Bremen University of Applied Sciences
    Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study 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: Magdeburg-Stendal University of Applied Sciences
Triple: [Magdeburg, hasUniversity, Magdeburg-Stendal University of Applied Sciences]
Generated description
Magdeburg-Stendal University of Applied Sciences is a German public university of applied sciences offering practice-oriented programs in fields such as engineering, social work, and environmental studies across its campuses in Magdeburg and Stendal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magdeburg-Stendal University of Applied Sciences
Target entity description: Magdeburg-Stendal University of Applied Sciences is a German public university of applied sciences offering practice-oriented programs in fields such as engineering, social work, and environmental studies across its campuses in Magdeburg and Stendal.
  • A. Merseburg University of Applied Sciences
    Merseburg University of Applied Sciences is a German public university of applied sciences located in Merseburg, Saxony-Anhalt, offering practice-oriented programs in engineering, business, and social sciences.
  • B. Neubrandenburg University of Applied Sciences
    Neubrandenburg University of Applied Sciences is a German university of applied sciences offering practice-oriented degree programs, particularly in fields such as social work, health, agriculture, and technology.
  • C. Technical University of Magdeburg
    The Technical University of Magdeburg is a German higher education institution known for its engineering and technical programs, located in the city of Magdeburg.
  • D. Lübeck University of Applied Sciences
    Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
  • E. Bremen University of Applied Sciences
    Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d24c69ac81908b4da53d13407ac8 completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7d7ff0c8190b8c9cf063532cdf2 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fa3149e48190825600ee28ed7231 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fcbee9088190869b1fcb6f909be3 completed April 9, 2026, 1:11 a.m.
Created at: April 6, 2026, 11:30 a.m.