Triple

T3305556

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rosenheim	`E69439`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Rosenheim Technical University of Applied Sciences Rosenheim Technical University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in engineering, design, business, and social sciences.	`E347157`	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: Rosenheim Technical University of Applied Sciences | Statement: [Rosenheim, hasUniversity, Rosenheim Technical University of Applied Sciences]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Rosenheim Technical University of Applied Sciences
Context triple: [Rosenheim, hasUniversity, Rosenheim Technical University of Applied Sciences]

A. Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
B. University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
C. University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
D. 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.
E. Graz University of Technology
Graz University of Technology is a prominent Austrian public research university in Graz, known for its strong engineering and natural sciences programs and notable academic figures.
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: Rosenheim Technical University of Applied Sciences
Triple: [Rosenheim, hasUniversity, Rosenheim Technical University of Applied Sciences]

Generated description

Rosenheim Technical University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in engineering, design, business, and social sciences.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Rosenheim Technical University of Applied Sciences
Target entity description: Rosenheim Technical University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in engineering, design, business, and social sciences.

A. Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
B. University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
C. University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
D. 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.
E. Graz University of Technology
Graz University of Technology is a prominent Austrian public research university in Graz, known for its strong engineering and natural sciences programs and notable academic figures.
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_69ad859f218081909458d2cebbf57565`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb0c9470881908c36c1984fdbb67b`	completed	March 8, 2026, 5:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2f3e6e55881909417d54e0d8f0a26`	completed	March 12, 2026, 5:12 p.m.
NEDg	Description generation	`batch_69b2fa93ebc0819084c4cdfdb8d6e48d`	completed	March 12, 2026, 5:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69b312b6e224819080957998acbed524`	completed	March 12, 2026, 7:23 p.m.

Created at: March 8, 2026, 3:11 p.m.