Triple

T15633270

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Wisconsin–Madison Center for Limnology	`E375873`	entity
Predicate	hasFacility	`P105`	FINISHED
Object	Hasler Laboratory of Limnology The Hasler Laboratory of Limnology is a leading freshwater research facility at the University of Wisconsin–Madison dedicated to the study of lakes, rivers, and aquatic ecosystems.	`E375873`	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: Hasler Laboratory of Limnology | Statement: [University of Wisconsin–Madison Center for Limnology, hasFacility, Hasler Laboratory of Limnology]

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

Target entity: Hasler Laboratory of Limnology
Context triple: [University of Wisconsin–Madison Center for Limnology, hasFacility, Hasler Laboratory of Limnology]

A. Aquatic Research Laboratory
The Aquatic Research Laboratory is a research facility focused on freshwater and aquatic science, particularly related to the ecosystems of the Great Lakes region.
B. University of Wisconsin–Madison Center for Limnology
The University of Wisconsin–Madison Center for Limnology is a leading research institute focused on the ecology, management, and conservation of freshwater lakes and other inland waters.
C. Great Lakes Research Center
The Great Lakes Research Center is a multidisciplinary research facility at Michigan Technological University focused on advancing science, engineering, and policy related to the Great Lakes and freshwater systems.
D. Lake Erie Field Station
Lake Erie Field Station is a research facility focused on studying the ecology, water quality, and environmental dynamics of Lake Erie within the Great Lakes system.
E. Lake Superior Field Station
Lake Superior Field Station is a research facility focused on studying the ecology, water quality, and environmental dynamics of Lake Superior and the surrounding Great Lakes region.
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: Hasler Laboratory of Limnology
Triple: [University of Wisconsin–Madison Center for Limnology, hasFacility, Hasler Laboratory of Limnology]

Generated description

The Hasler Laboratory of Limnology is a leading freshwater research facility at the University of Wisconsin–Madison dedicated to the study of lakes, rivers, and aquatic ecosystems.

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

Target entity: Hasler Laboratory of Limnology
Target entity description: The Hasler Laboratory of Limnology is a leading freshwater research facility at the University of Wisconsin–Madison dedicated to the study of lakes, rivers, and aquatic ecosystems.

A. Aquatic Research Laboratory
The Aquatic Research Laboratory is a research facility focused on freshwater and aquatic science, particularly related to the ecosystems of the Great Lakes region.
B. University of Wisconsin–Madison Center for Limnology chosen
The University of Wisconsin–Madison Center for Limnology is a leading research institute focused on the ecology, management, and conservation of freshwater lakes and other inland waters.
C. Great Lakes Research Center
The Great Lakes Research Center is a multidisciplinary research facility at Michigan Technological University focused on advancing science, engineering, and policy related to the Great Lakes and freshwater systems.
D. Lake Erie Field Station
Lake Erie Field Station is a research facility focused on studying the ecology, water quality, and environmental dynamics of Lake Erie within the Great Lakes system.
E. Lake Superior Field Station
Lake Superior Field Station is a research facility focused on studying the ecology, water quality, and environmental dynamics of Lake Superior and the surrounding Great Lakes region.
F. None of above.

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_69d85cd035a48190b73d5579ab73969a`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04eb7338881909f3c430bb73f91d1`	completed	April 16, 2026, 2:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff5f472b648190b7cd532a1b16373e`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff606f627081909e6ea230f30c917b`	completed	May 9, 2026, 4:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff6136a8c88190a83ad9232a338082`	completed	May 9, 2026, 4:30 p.m.

Created at: April 10, 2026, 4:14 a.m.