Triple

T4006084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rhine-Main metropolitan region	`E89528`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Frankfurt University of Applied Sciences Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.	`E406481`	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: Frankfurt University of Applied Sciences | Statement: [Rhine-Main metropolitan region, hasUniversity, Frankfurt University of Applied Sciences]

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

Target entity: Frankfurt University of Applied Sciences
Context triple: [Rhine-Main metropolitan region, hasUniversity, Frankfurt University of Applied Sciences]

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. 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.
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. 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.
E. University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
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: Frankfurt University of Applied Sciences
Triple: [Rhine-Main metropolitan region, hasUniversity, Frankfurt University of Applied Sciences]

Generated description

Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.

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

Target entity: Frankfurt University of Applied Sciences
Target entity description: Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.

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. 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.
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. 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.
E. University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
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_69aed9585e788190bec2d39deba3750f`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefa60c500819084fcba785b2bf801`	completed	March 9, 2026, 4:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b54c67eddc819097eff878c860f3d5`	completed	March 14, 2026, 11:54 a.m.
NEDg	Description generation	`batch_69b54d1898d48190b717a17ad366918d`	completed	March 14, 2026, 11:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69b54de8dc708190b83978b15aed2e13`	completed	March 14, 2026, noon

Created at: March 9, 2026, 3:34 p.m.