Triple

T9062763

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Waikato	`E217167`	entity
Predicate	hasResearchCenter	`P40`	FINISHED
Object	Environmental Research Institute The Environmental Research Institute is a research center at the University of Waikato focused on studying and addressing environmental issues and sustainability challenges.	`E774588`	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: Environmental Research Institute | Statement: [University of Waikato, hasResearchCenter, Environmental Research Institute]

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

Target entity: Environmental Research Institute
Context triple: [University of Waikato, hasResearchCenter, Environmental Research Institute]

A. Environmental Sciences Research Institute
The Environmental Sciences Research Institute is a specialized research center at Shahid Beheshti University focused on advancing scientific understanding and solutions related to environmental issues.
B. Institute of Environmental Science
The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
C. Institute of Environmental Sciences
The Institute of Environmental Sciences is a research and teaching institute at Leiden University focused on studying environmental change, sustainability, and the interactions between humans and natural systems.
D. Institute of Environmental Sciences
The Institute of Environmental Sciences is a specialized academic and research unit at Cheikh Anta Diop University focused on studying and addressing environmental issues and sustainable development.
E. Institute of Environmental Sciences
The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
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: Environmental Research Institute
Triple: [University of Waikato, hasResearchCenter, Environmental Research Institute]

Generated description

The Environmental Research Institute is a research center at the University of Waikato focused on studying and addressing environmental issues and sustainability challenges.

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

Target entity: Environmental Research Institute
Target entity description: The Environmental Research Institute is a research center at the University of Waikato focused on studying and addressing environmental issues and sustainability challenges.

A. Environmental Sciences Research Institute
The Environmental Sciences Research Institute is a specialized research center at Shahid Beheshti University focused on advancing scientific understanding and solutions related to environmental issues.
B. Institute of Environmental Science
The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
C. Institute of Environmental Sciences
The Institute of Environmental Sciences is a research and teaching institute at Leiden University focused on studying environmental change, sustainability, and the interactions between humans and natural systems.
D. Institute of Environmental Sciences
The Institute of Environmental Sciences is a specialized academic and research unit at Cheikh Anta Diop University focused on studying and addressing environmental issues and sustainable development.
E. Institute of Environmental Sciences
The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
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_69ca83d4425481909a319dab847724ec`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cc7ecd352c8190a744579209b2e535`	completed	April 1, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfebf4b9348190a7f01c64098c25f7`	completed	April 3, 2026, 4:33 p.m.
NEDg	Description generation	`batch_69cfedeb1a648190974b579109bdde3b`	completed	April 3, 2026, 4:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfee5ef8208190a129df4fa49037a0`	completed	April 3, 2026, 4:44 p.m.

Created at: March 30, 2026, 7:11 p.m.