Triple

T3381508

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wedding	`E71194`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Beuth University of Applied Sciences Berlin (campus) Beuth University of Applied Sciences Berlin is a practice-oriented public university of applied sciences in Berlin, Germany, offering a wide range of technical and engineering-focused degree programs.	`E353653`	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: Beuth University of Applied Sciences Berlin (campus) | Statement: [Wedding, hasEducationalInstitution, Beuth University of Applied Sciences Berlin (campus)]

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

Target entity: Beuth University of Applied Sciences Berlin (campus)
Context triple: [Wedding, hasEducationalInstitution, Beuth University of Applied Sciences Berlin (campus)]

A. 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.
B. 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.
C. Berlin Nordufer campus
Berlin Nordufer campus is a major Berlin site of the Robert Koch Institute that hosts key public health and infectious disease research facilities.
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. 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.
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: Beuth University of Applied Sciences Berlin (campus)
Triple: [Wedding, hasEducationalInstitution, Beuth University of Applied Sciences Berlin (campus)]

Generated description

Beuth University of Applied Sciences Berlin is a practice-oriented public university of applied sciences in Berlin, Germany, offering a wide range of technical and engineering-focused degree programs.

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

Target entity: Beuth University of Applied Sciences Berlin (campus)
Target entity description: Beuth University of Applied Sciences Berlin is a practice-oriented public university of applied sciences in Berlin, Germany, offering a wide range of technical and engineering-focused degree programs.

A. 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.
B. 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.
C. Berlin Nordufer campus
Berlin Nordufer campus is a major Berlin site of the Robert Koch Institute that hosts key public health and infectious disease research facilities.
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. 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.
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_69ad85a8fd9c819095ecedf838d2bf1b`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb5e9af608190bfb228ef99a87bb7`	completed	March 8, 2026, 5:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3344f9b448190aab1038ead60fa48`	completed	March 12, 2026, 9:46 p.m.
NEDg	Description generation	`batch_69b338147cc0819095f00b28910e178a`	completed	March 12, 2026, 10:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69b338967c6c819090fe5f77bfa1978f`	completed	March 12, 2026, 10:05 p.m.

Created at: March 8, 2026, 3:14 p.m.