Triple

T2823007

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Johannesburg	`E54852`	entity
Predicate	hasResearchUnit	`P1488`	FINISHED
Object	Institute for Intelligent Systems The Institute for Intelligent Systems is a research center at the University of Johannesburg focused on advancing artificial intelligence, machine learning, and related intelligent technologies.	`E301057`	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 for Intelligent Systems | Statement: [University of Johannesburg, hasResearchUnit, Institute for Intelligent Systems]

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

Target entity: Institute for Intelligent Systems
Context triple: [University of Johannesburg, hasResearchUnit, Institute for Intelligent Systems]

A. Florida Institute for Human & Machine Cognition
The Florida Institute for Human & Machine Cognition is a research institute focused on human-centered artificial intelligence, robotics, and related technologies to enhance human performance and resilience.
B. Intelligent Systems
Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
C. Max Planck Institute for Intelligent Systems
The Max Planck Institute for Intelligent Systems is a leading German research institute focused on advancing the understanding and development of intelligent systems, including machine learning, robotics, and related fields.
D. Fraunhofer Institute for Cognitive Systems IKS
The Fraunhofer Institute for Cognitive Systems IKS is a German research institute focused on safe, reliable, and intelligent cognitive systems, particularly in areas like autonomous systems, AI, and embedded software.
E. GRASP Laboratory
The GRASP Laboratory is a renowned robotics and perception research lab at the University of Pennsylvania known for pioneering work in autonomous systems, drones, and computer vision.
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 for Intelligent Systems
Triple: [University of Johannesburg, hasResearchUnit, Institute for Intelligent Systems]

Generated description

The Institute for Intelligent Systems is a research center at the University of Johannesburg focused on advancing artificial intelligence, machine learning, and related intelligent technologies.

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

Target entity: Institute for Intelligent Systems
Target entity description: The Institute for Intelligent Systems is a research center at the University of Johannesburg focused on advancing artificial intelligence, machine learning, and related intelligent technologies.

A. Florida Institute for Human & Machine Cognition
The Florida Institute for Human & Machine Cognition is a research institute focused on human-centered artificial intelligence, robotics, and related technologies to enhance human performance and resilience.
B. Intelligent Systems
Intelligent Systems is a Japanese video game development company best known for creating the Fire Emblem and Paper Mario series.
C. Max Planck Institute for Intelligent Systems
The Max Planck Institute for Intelligent Systems is a leading German research institute focused on advancing the understanding and development of intelligent systems, including machine learning, robotics, and related fields.
D. Fraunhofer Institute for Cognitive Systems IKS
The Fraunhofer Institute for Cognitive Systems IKS is a German research institute focused on safe, reliable, and intelligent cognitive systems, particularly in areas like autonomous systems, AI, and embedded software.
E. GRASP Laboratory
The GRASP Laboratory is a renowned robotics and perception research lab at the University of Pennsylvania known for pioneering work in autonomous systems, drones, and computer vision.
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_69ab49e100c0819082a40cb797383243`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abde71fdc08190b18660261fe24adf`	completed	March 7, 2026, 8:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afceaa45e88190a9007885cf7868ef`	completed	March 10, 2026, 7:56 a.m.
NEDg	Description generation	`batch_69afcf138c00819087913972df96f5ad`	completed	March 10, 2026, 7:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69afcf8d0318819088f9abd895f8ba0a`	completed	March 10, 2026, 8 a.m.

Created at: March 6, 2026, 9:59 p.m.