Triple

T4671474

Position	Surface form	Disambiguated ID	Type / Status
Subject	Clay County, Iowa	`E102971`	entity
Predicate	containsProtectedArea	`P855`	FINISHED
Object	Barringer Slough State Wildlife Management Area Barringer Slough State Wildlife Management Area is a protected natural habitat in Iowa managed primarily for wildlife conservation and public outdoor recreation such as hunting, birdwatching, and nature study.	`E462428`	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: Barringer Slough State Wildlife Management Area | Statement: [Clay County, Iowa, containsProtectedArea, Barringer Slough State Wildlife Management Area]

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

Target entity: Barringer Slough State Wildlife Management Area
Context triple: [Clay County, Iowa, containsProtectedArea, Barringer Slough State Wildlife Management Area]

A. Pipe Creek Wildlife Area
Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
B. Smith and Bybee Wetlands Natural Area
Smith and Bybee Wetlands Natural Area is a large urban wildlife refuge in Portland, Oregon, known for its wetlands, birdwatching, and outdoor recreation opportunities.
C. Ash Meadows National Wildlife Refuge
Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
D. Colusa National Wildlife Refuge
Colusa National Wildlife Refuge is a protected wetland and wildlife habitat in California’s Sacramento Valley that serves as a key wintering area for migratory waterfowl along the Pacific Flyway.
E. Pearl River Wildlife Management Area
Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
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: Barringer Slough State Wildlife Management Area
Triple: [Clay County, Iowa, containsProtectedArea, Barringer Slough State Wildlife Management Area]

Generated description

Barringer Slough State Wildlife Management Area is a protected natural habitat in Iowa managed primarily for wildlife conservation and public outdoor recreation such as hunting, birdwatching, and nature study.

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

Target entity: Barringer Slough State Wildlife Management Area
Target entity description: Barringer Slough State Wildlife Management Area is a protected natural habitat in Iowa managed primarily for wildlife conservation and public outdoor recreation such as hunting, birdwatching, and nature study.

A. Pipe Creek Wildlife Area
Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
B. Smith and Bybee Wetlands Natural Area
Smith and Bybee Wetlands Natural Area is a large urban wildlife refuge in Portland, Oregon, known for its wetlands, birdwatching, and outdoor recreation opportunities.
C. Ash Meadows National Wildlife Refuge
Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
D. Colusa National Wildlife Refuge
Colusa National Wildlife Refuge is a protected wetland and wildlife habitat in California’s Sacramento Valley that serves as a key wintering area for migratory waterfowl along the Pacific Flyway.
E. Pearl River Wildlife Management Area
Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
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_69bd43d9cba4819086c1ab1c2d9d2133`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd63506090819083ff8271adc5ef75`	completed	March 20, 2026, 3:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be039538048190b4075daf47355cee`	completed	March 21, 2026, 2:33 a.m.
NEDg	Description generation	`batch_69be055390c08190a85f92aec34b390a`	completed	March 21, 2026, 2:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69be05d277248190bf675151eca07247`	completed	March 21, 2026, 2:43 a.m.

Created at: March 20, 2026, 1:15 p.m.