Triple

T6143840

Position	Surface form	Disambiguated ID	Type / Status
Subject	Emmen	`E137025`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	NHL Stenden University of Applied Sciences (location Emmen) NHL Stenden University of Applied Sciences (location Emmen) is a Dutch higher education institution offering practice-oriented bachelor’s and master’s programs in fields such as business, technology, and social studies on its campus in the city of Emmen.	`E571756`	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: NHL Stenden University of Applied Sciences (location Emmen) | Statement: [Emmen, hasEducationalInstitution, NHL Stenden University of Applied Sciences (location Emmen)]

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

Target entity: NHL Stenden University of Applied Sciences (location Emmen)
Context triple: [Emmen, hasEducationalInstitution, NHL Stenden University of Applied Sciences (location Emmen)]

A. Drenthe College (Assen campus)
Drenthe College (Assen campus) is a regional vocational education and training institution in Assen, Netherlands, offering a range of practical and career-oriented programs.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. HAN University of Applied Sciences campus
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
D. Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of disciplines.
E. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
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: NHL Stenden University of Applied Sciences (location Emmen)
Triple: [Emmen, hasEducationalInstitution, NHL Stenden University of Applied Sciences (location Emmen)]

Generated description

NHL Stenden University of Applied Sciences (location Emmen) is a Dutch higher education institution offering practice-oriented bachelor’s and master’s programs in fields such as business, technology, and social studies on its campus in the city of Emmen.

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

Target entity: NHL Stenden University of Applied Sciences (location Emmen)
Target entity description: NHL Stenden University of Applied Sciences (location Emmen) is a Dutch higher education institution offering practice-oriented bachelor’s and master’s programs in fields such as business, technology, and social studies on its campus in the city of Emmen.

A. Drenthe College (Assen campus)
Drenthe College (Assen campus) is a regional vocational education and training institution in Assen, Netherlands, offering a range of practical and career-oriented programs.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. HAN University of Applied Sciences campus
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
D. Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of disciplines.
E. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
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_69c008a2c6308190a56519b22d55d083`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05cb50cb0819081ac64becf7aaf55`	completed	March 22, 2026, 9:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c135f88db881908b8a5d9c35bf0fbb`	completed	March 23, 2026, 12:45 p.m.
NEDg	Description generation	`batch_69c13742de1c819093404a1a951a0af0`	completed	March 23, 2026, 12:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69c137c384288190a485594f20f7256b`	completed	March 23, 2026, 12:53 p.m.

Created at: March 22, 2026, 4:16 p.m.