Triple

T1652068

Position	Surface form	Disambiguated ID	Type / Status
Subject	Delaware Bay	`E35713`	entity
Predicate	protectedBy	`P957`	FINISHED
Object	Prime Hook National Wildlife Refuge Prime Hook National Wildlife Refuge is a coastal protected area in Delaware known for its diverse wetlands, migratory bird habitat, and role in conserving the Delaware Bay ecosystem.	`E192388`	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: Prime Hook National Wildlife Refuge | Statement: [Delaware Bay, protectedBy, Prime Hook National Wildlife Refuge]

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

Target entity: Prime Hook National Wildlife Refuge
Context triple: [Delaware Bay, protectedBy, Prime Hook National Wildlife Refuge]

A. Bombay Hook National Wildlife Refuge
Bombay Hook National Wildlife Refuge is a large coastal wildlife sanctuary in Delaware known for its tidal salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
B. Great White Heron National Wildlife Refuge
Great White Heron National Wildlife Refuge is a protected coastal habitat in the Florida Keys established to conserve the great white heron and other wading birds and marine wildlife.
C. Wheeler National Wildlife Refuge
Wheeler National Wildlife Refuge is a major wildlife sanctuary in northern Alabama known for its wetlands that provide critical habitat for migratory birds, especially wintering waterfowl and sandhill cranes.
D. Columbia National Wildlife Refuge
Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
E. Monomoy National Wildlife Refuge
Monomoy National Wildlife Refuge is a protected coastal habitat on Monomoy Island off Cape Cod, Massachusetts, renowned for its migratory bird populations, seal colonies, and pristine barrier beach ecosystems.
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: Prime Hook National Wildlife Refuge
Triple: [Delaware Bay, protectedBy, Prime Hook National Wildlife Refuge]

Generated description

Prime Hook National Wildlife Refuge is a coastal protected area in Delaware known for its diverse wetlands, migratory bird habitat, and role in conserving the Delaware Bay ecosystem.

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

Target entity: Prime Hook National Wildlife Refuge
Target entity description: Prime Hook National Wildlife Refuge is a coastal protected area in Delaware known for its diverse wetlands, migratory bird habitat, and role in conserving the Delaware Bay ecosystem.

A. Bombay Hook National Wildlife Refuge
Bombay Hook National Wildlife Refuge is a large coastal wildlife sanctuary in Delaware known for its tidal salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
B. Great White Heron National Wildlife Refuge
Great White Heron National Wildlife Refuge is a protected coastal habitat in the Florida Keys established to conserve the great white heron and other wading birds and marine wildlife.
C. Wheeler National Wildlife Refuge
Wheeler National Wildlife Refuge is a major wildlife sanctuary in northern Alabama known for its wetlands that provide critical habitat for migratory birds, especially wintering waterfowl and sandhill cranes.
D. Columbia National Wildlife Refuge
Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
E. Monomoy National Wildlife Refuge
Monomoy National Wildlife Refuge is a protected coastal habitat on Monomoy Island off Cape Cod, Massachusetts, renowned for its migratory bird populations, seal colonies, and pristine barrier beach ecosystems.
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_69a8860568888190a32cd9f70acbba42`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a90a88cb108190a836b972f600c257`	completed	March 5, 2026, 4:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad8abe91bc8190ba363e1f7fd07b9f`	completed	March 8, 2026, 2:42 p.m.
NEDg	Description generation	`batch_69ad9575acf88190aa3fe80794534dd4`	completed	March 8, 2026, 3:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad97a7128c819097ff36216f00d4f9`	completed	March 8, 2026, 3:37 p.m.

Created at: March 4, 2026, 7:29 p.m.