Triple

T688807

Position	Surface form	Disambiguated ID	Type / Status
Subject	European Institute of Innovation and Technology	`E13345`	entity
Predicate	operatesThrough	`P423`	FINISHED
Object	Knowledge and Innovation Communities Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.	`E84925`	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: Knowledge and Innovation Communities | Statement: [European Institute of Innovation and Technology, operatesThrough, Knowledge and Innovation Communities]

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

Target entity: Knowledge and Innovation Communities
Context triple: [European Institute of Innovation and Technology, operatesThrough, Knowledge and Innovation Communities]

A. Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
B. Global Innovation Index (with partners)
The Global Innovation Index (with partners) is an annual benchmarking report that ranks countries by their innovation performance across a broad set of economic, scientific, and technological indicators.
C. Illinois innovation ecosystem
The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
D. Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
E. Open Knowledge Network
Open Knowledge Network is a collaborative initiative and platform that connects people, data, and tools to promote the creation, sharing, and use of open knowledge worldwide.
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: Knowledge and Innovation Communities
Triple: [European Institute of Innovation and Technology, operatesThrough, Knowledge and Innovation Communities]

Generated description

Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.

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

Target entity: Knowledge and Innovation Communities
Target entity description: Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.

A. Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
B. Global Innovation Index (with partners)
The Global Innovation Index (with partners) is an annual benchmarking report that ranks countries by their innovation performance across a broad set of economic, scientific, and technological indicators.
C. Illinois innovation ecosystem
The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
D. Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
E. Open Knowledge Network
Open Knowledge Network is a collaborative initiative and platform that connects people, data, and tools to promote the creation, sharing, and use of open knowledge worldwide.
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_69a4933e0f98819097d22766c49b61b8`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a4a09669e4819089753204772e1fdd`	completed	March 1, 2026, 8:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a5dca5b2688190bfe05a165c753211`	completed	March 2, 2026, 6:53 p.m.
NEDg	Description generation	`batch_69a5ddeaef148190bb9877cee15959fd`	completed	March 2, 2026, 6:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69a5fea9df3481909331e3e382ad81ae`	completed	March 2, 2026, 9:18 p.m.

Created at: March 1, 2026, 7:36 p.m.