Triple

T225788

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humboldt University of Berlin	`E4311`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Berlin University Alliance The Berlin University Alliance is a strategic research and academic consortium uniting several leading Berlin universities and institutions to promote excellence, collaboration, and innovation in higher education and science.	`E39883`	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: Berlin University Alliance | Statement: [Humboldt University of Berlin, memberOf, Berlin University Alliance]

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

Target entity: Berlin University Alliance
Context triple: [Humboldt University of Berlin, memberOf, Berlin University Alliance]

A. Humboldt University of Berlin
Humboldt University of Berlin is a prestigious public research university in Germany’s capital, renowned for its historic contributions to science and the humanities and for pioneering the modern research university model.
B. University of Bonn
The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
C. University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
D. Ludwig Maximilian University of Munich
Ludwig Maximilian University of Munich is one of Germany’s oldest and most prestigious research universities, renowned for its strong academic programs and influential contributions across the sciences and humanities.
E. University of Leipzig
The University of Leipzig is one of Germany’s oldest and most prestigious universities, renowned for its contributions to research and education in the humanities, natural sciences, and social 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: Berlin University Alliance
Triple: [Humboldt University of Berlin, memberOf, Berlin University Alliance]

Generated description

The Berlin University Alliance is a strategic research and academic consortium uniting several leading Berlin universities and institutions to promote excellence, collaboration, and innovation in higher education and science.

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

Target entity: Berlin University Alliance
Target entity description: The Berlin University Alliance is a strategic research and academic consortium uniting several leading Berlin universities and institutions to promote excellence, collaboration, and innovation in higher education and science.

A. Humboldt University of Berlin
Humboldt University of Berlin is a prestigious public research university in Germany’s capital, renowned for its historic contributions to science and the humanities and for pioneering the modern research university model.
B. University of Bonn
The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
C. University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
D. Ludwig Maximilian University of Munich
Ludwig Maximilian University of Munich is one of Germany’s oldest and most prestigious research universities, renowned for its strong academic programs and influential contributions across the sciences and humanities.
E. University of Leipzig
The University of Leipzig is one of Germany’s oldest and most prestigious universities, renowned for its contributions to research and education in the humanities, natural sciences, and social 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_69a257363ffc81909757bde7ab3404da`	completed	Feb. 28, 2026, 2:47 a.m.
NER	Named-entity recognition	`batch_69a25c8d97d08190ad7c1c3e9322f34c`	completed	Feb. 28, 2026, 3:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3b46e24888190b400bf5ee8028e7c`	completed	March 1, 2026, 3:37 a.m.
NEDg	Description generation	`batch_69a3b848d4588190b209285051720c52`	completed	March 1, 2026, 3:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3b8b0d0108190ae92bf7cb2cad333`	completed	March 1, 2026, 3:55 a.m.

Created at: Feb. 28, 2026, 2:53 a.m.