Triple

T1177456
Position Surface form Disambiguated ID Type / Status
Subject Humboldt Bay E25059 entity
Predicate hasNearbyProtectedArea P855 FINISHED
Object Humboldt Bay National Wildlife Refuge
Humboldt Bay National Wildlife Refuge is a protected coastal wetland area in northern California managed to conserve migratory birds, endangered species, and diverse estuarine habitats.
E134750 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: Humboldt Bay National Wildlife Refuge | Statement: [Humboldt Bay, hasNearbyProtectedArea, Humboldt Bay National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humboldt Bay National Wildlife Refuge
Context triple: [Humboldt Bay, hasNearbyProtectedArea, Humboldt Bay National Wildlife Refuge]
  • A. Oregon Coast National Wildlife Refuge Complex
    Oregon Coast National Wildlife Refuge Complex is a network of coastal and offshore wildlife refuges in Oregon that protect critical habitats for seabirds, marine mammals, and other coastal species.
  • B. Willapa National Wildlife Refuge
    Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
  • C. San Pablo Bay National Wildlife Refuge
    San Pablo Bay National Wildlife Refuge is a protected wetland and wildlife habitat in northern San Francisco Bay, California, managed to conserve migratory birds, endangered species, and tidal marsh ecosystems.
  • D. Oregon Islands National Wildlife Refuge
    Oregon Islands National Wildlife Refuge is a coastal U.S. wildlife refuge in Oregon that protects numerous offshore rocks, islands, and reefs critical for seabird nesting and marine mammal habitat.
  • E. 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.
  • 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: Humboldt Bay National Wildlife Refuge
Triple: [Humboldt Bay, hasNearbyProtectedArea, Humboldt Bay National Wildlife Refuge]
Generated description
Humboldt Bay National Wildlife Refuge is a protected coastal wetland area in northern California managed to conserve migratory birds, endangered species, and diverse estuarine habitats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Humboldt Bay National Wildlife Refuge
Target entity description: Humboldt Bay National Wildlife Refuge is a protected coastal wetland area in northern California managed to conserve migratory birds, endangered species, and diverse estuarine habitats.
  • A. Oregon Coast National Wildlife Refuge Complex
    Oregon Coast National Wildlife Refuge Complex is a network of coastal and offshore wildlife refuges in Oregon that protect critical habitats for seabirds, marine mammals, and other coastal species.
  • B. Willapa National Wildlife Refuge
    Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
  • C. San Pablo Bay National Wildlife Refuge
    San Pablo Bay National Wildlife Refuge is a protected wetland and wildlife habitat in northern San Francisco Bay, California, managed to conserve migratory birds, endangered species, and tidal marsh ecosystems.
  • D. Oregon Islands National Wildlife Refuge
    Oregon Islands National Wildlife Refuge is a coastal U.S. wildlife refuge in Oregon that protects numerous offshore rocks, islands, and reefs critical for seabird nesting and marine mammal habitat.
  • E. 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.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd0ebbd08190a441d16a5b65a15e completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f1cab308190bdb5ae1e01d83b61 completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6ff4c62881908cf88169e99d2983 completed March 7, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69ac704cdaf08190b77b0b9345537d84 completed March 7, 2026, 6:37 p.m.
Created at: March 1, 2026, 7:45 p.m.