Triple

T17876750

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Mathematics and Economics, Ulm University	`E446973`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Institute of Financial Mathematics The Institute of Financial Mathematics is an academic research and teaching unit at Ulm University specializing in the mathematical modeling and analysis of financial markets and instruments.	`E1293403`	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: Institute of Financial Mathematics | Statement: [Faculty of Mathematics and Economics, Ulm University, hasUnit, Institute of Financial Mathematics]

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

Target entity: Institute of Financial Mathematics
Context triple: [Faculty of Mathematics and Economics, Ulm University, hasUnit, Institute of Financial Mathematics]

A. Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
B. Institute of Mathematics
The Institute of Mathematics is a research center at Ilia State University dedicated to advancing mathematical science through theoretical and applied research, education, and scholarly collaboration.
C. Institute of Mathematics
The Institute of Mathematics is a leading research and academic center in mathematical sciences within the National Autonomous University of Mexico, contributing significantly to both national and international mathematics communities.
D. Institute of Mathematics
The Institute of Mathematics is a research center within the National University of Mongolia dedicated to advancing mathematical science and education.
E. Oxford-Man Institute of Quantitative Finance
The Oxford-Man Institute of Quantitative Finance is a research center at the University of Oxford focused on advanced quantitative methods and data-driven approaches in finance.
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: Institute of Financial Mathematics
Triple: [Faculty of Mathematics and Economics, Ulm University, hasUnit, Institute of Financial Mathematics]

Generated description

The Institute of Financial Mathematics is an academic research and teaching unit at Ulm University specializing in the mathematical modeling and analysis of financial markets and instruments.

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

Target entity: Institute of Financial Mathematics
Target entity description: The Institute of Financial Mathematics is an academic research and teaching unit at Ulm University specializing in the mathematical modeling and analysis of financial markets and instruments.

A. Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
B. Institute of Mathematics
The Institute of Mathematics is a research center at Ilia State University dedicated to advancing mathematical science through theoretical and applied research, education, and scholarly collaboration.
C. Institute of Mathematics
The Institute of Mathematics is a leading research and academic center in mathematical sciences within the National Autonomous University of Mexico, contributing significantly to both national and international mathematics communities.
D. Institute of Mathematics
The Institute of Mathematics is a research center within the National University of Mongolia dedicated to advancing mathematical science and education.
E. Oxford-Man Institute of Quantitative Finance
The Oxford-Man Institute of Quantitative Finance is a research center at the University of Oxford focused on advanced quantitative methods and data-driven approaches in finance.
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_69d8b9f4c22c819093c2680434472894`	completed	April 10, 2026, 8:51 a.m.
NER	Named-entity recognition	`batch_69e49aa6d24081908212e10d07c85a2b`	completed	April 19, 2026, 9:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0313d1c1e48190a17e3b81c4ee22f3`	completed	May 12, 2026, 11:49 a.m.
NEDg	Description generation	`batch_6a031485c3908190a8fe49068d45e910`	completed	May 12, 2026, 11:52 a.m.
NED2	Entity disambiguation (via description)	`batch_6a03151de8408190a4c8bc30f5606951`	completed	May 12, 2026, 11:55 a.m.

Created at: April 10, 2026, 10:18 a.m.