Triple

T20849941

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chalmers Area of Advance in Nanoscience and Nanotechnology	`E513327`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Chalmers research centers Chalmers research centers are specialized interdisciplinary units at Chalmers University of Technology that focus on advancing cutting-edge scientific and technological research across key strategic areas.	`E1453967`	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: Chalmers research centers | Statement: [Chalmers Area of Advance in Nanoscience and Nanotechnology, coordinatesWith, Chalmers research centers]

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

Target entity: Chalmers research centers
Context triple: [Chalmers Area of Advance in Nanoscience and Nanotechnology, coordinatesWith, Chalmers research centers]

A. Chalmers University of Technology Foundation
Chalmers University of Technology Foundation is the independent foundation that owns and oversees Chalmers University of Technology in Gothenburg, Sweden, providing strategic governance and financial support.
B. Chalmers University of Technology
Chalmers University of Technology is a prominent Swedish university specializing in engineering, technology, and natural sciences.
C. Centre for Applied Sciences
The Centre for Applied Sciences is a specialist campus of City and Islington College focused on delivering vocational and academic science and technology education.
D. Cambridge research centres
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
E. Chalmers University of Technology Space Observatory
Chalmers University of Technology Space Observatory is an astronomical research facility associated with Chalmers University of Technology, dedicated to observing and studying space phenomena.
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: Chalmers research centers
Triple: [Chalmers Area of Advance in Nanoscience and Nanotechnology, coordinatesWith, Chalmers research centers]

Generated description

Chalmers research centers are specialized interdisciplinary units at Chalmers University of Technology that focus on advancing cutting-edge scientific and technological research across key strategic areas.

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

Target entity: Chalmers research centers
Target entity description: Chalmers research centers are specialized interdisciplinary units at Chalmers University of Technology that focus on advancing cutting-edge scientific and technological research across key strategic areas.

A. Chalmers University of Technology Foundation
Chalmers University of Technology Foundation is the independent foundation that owns and oversees Chalmers University of Technology in Gothenburg, Sweden, providing strategic governance and financial support.
B. Chalmers University of Technology
Chalmers University of Technology is a prominent Swedish university specializing in engineering, technology, and natural sciences.
C. Centre for Applied Sciences
The Centre for Applied Sciences is a specialist campus of City and Islington College focused on delivering vocational and academic science and technology education.
D. Cambridge research centres
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
E. Chalmers University of Technology Space Observatory
Chalmers University of Technology Space Observatory is an astronomical research facility associated with Chalmers University of Technology, dedicated to observing and studying space phenomena.
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_69e0b4f4898081908209e58edb8f9c45`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6c352ca8c819094545dbe67bfe3dc`	completed	April 21, 2026, 12:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a090b05d48c8190a394feb0f0add9cf`	completed	May 17, 2026, 12:25 a.m.
NEDg	Description generation	`batch_6a090bf30e048190a2c81dece02c997d`	completed	May 17, 2026, 12:29 a.m.
NED2	Entity disambiguation (via description)	`batch_6a090d0d52fc8190aed0a475f3424213`	completed	May 17, 2026, 12:34 a.m.

Created at: April 16, 2026, 12:43 p.m.