Triple

T15727168

Position	Surface form	Disambiguated ID	Type / Status
Subject	Joschka Fischer	`E381246`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Hochschule des Bundes für öffentliche Verwaltung (did not graduate) The Hochschule des Bundes für öffentliche Verwaltung is a German federal university of applied administrative sciences that trains civil servants for various branches of the federal government.	`E1173358`	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: Hochschule des Bundes für öffentliche Verwaltung (did not graduate) | Statement: [Joschka Fischer, educatedAt, Hochschule des Bundes für öffentliche Verwaltung (did not graduate)]

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

Target entity: Hochschule des Bundes für öffentliche Verwaltung (did not graduate)
Context triple: [Joschka Fischer, educatedAt, Hochschule des Bundes für öffentliche Verwaltung (did not graduate)]

A. Graduate School of Public Administration
The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.
B. National College of Public Administration and Governance
The National College of Public Administration and Governance is a leading academic institution in the Philippines specializing in public administration, public policy, and governance education and research.
C. School of Public Finance and Public Administration
The School of Public Finance and Public Administration is an academic unit specializing in public finance, public policy, and administrative management within Jiangxi University of Finance and Economics.
D. School of Public Economics and Administration
The School of Public Economics and Administration is an academic unit of Shanghai University of Finance and Economics specializing in public finance, public policy, and administrative management education and research.
E. National School of Administration and Public Policies
The National School of Administration and Public Policies is a Haitian higher education institution specializing in training professionals in public administration, governance, and policy-making.
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: Hochschule des Bundes für öffentliche Verwaltung (did not graduate)
Triple: [Joschka Fischer, educatedAt, Hochschule des Bundes für öffentliche Verwaltung (did not graduate)]

Generated description

The Hochschule des Bundes für öffentliche Verwaltung is a German federal university of applied administrative sciences that trains civil servants for various branches of the federal government.

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

Target entity: Hochschule des Bundes für öffentliche Verwaltung (did not graduate)
Target entity description: The Hochschule des Bundes für öffentliche Verwaltung is a German federal university of applied administrative sciences that trains civil servants for various branches of the federal government.

A. Graduate School of Public Administration
The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.
B. National College of Public Administration and Governance
The National College of Public Administration and Governance is a leading academic institution in the Philippines specializing in public administration, public policy, and governance education and research.
C. School of Public Finance and Public Administration
The School of Public Finance and Public Administration is an academic unit specializing in public finance, public policy, and administrative management within Jiangxi University of Finance and Economics.
D. School of Public Economics and Administration
The School of Public Economics and Administration is an academic unit of Shanghai University of Finance and Economics specializing in public finance, public policy, and administrative management education and research.
E. National School of Administration and Public Policies
The National School of Administration and Public Policies is a Haitian higher education institution specializing in training professionals in public administration, governance, and policy-making.
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_69d86d9cdb648190bf3171be0bd7d872`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e04fb4cc0081909efe330339474017`	completed	April 16, 2026, 2:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff82faa5508190a28e2a224d4a4a06`	completed	May 9, 2026, 6:54 p.m.
NEDg	Description generation	`batch_69ff8388b3588190ae55c123bb19cb2c`	completed	May 9, 2026, 6:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff84125e808190a4d465d9effad639`	completed	May 9, 2026, 6:59 p.m.

Created at: April 10, 2026, 4:46 a.m.