Triple

T4636107
Position Surface form Disambiguated ID Type / Status
Subject Assabet River E101535 entity
Predicate hasProtectedAreaAlong P855 FINISHED
Object Assabet River National Wildlife Refuge
Assabet River National Wildlife Refuge is a federally protected area in Massachusetts known for its diverse wetlands, forests, and wildlife habitats, offering opportunities for hiking, wildlife observation, and environmental education.
E459787 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: Assabet River National Wildlife Refuge | Statement: [Assabet River, hasProtectedAreaAlong, Assabet River National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assabet River National Wildlife Refuge
Context triple: [Assabet River, hasProtectedAreaAlong, Assabet River National Wildlife Refuge]
  • A. Wallkill River National Wildlife Refuge
    Wallkill River National Wildlife Refuge is a protected wetland and wildlife habitat along the Wallkill River that provides critical conservation areas for migratory birds and other native species, as well as opportunities for public recreation and environmental education.
  • B. McNary National Wildlife Refuge
    McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • C. 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.
  • D. Pahranagat National Wildlife Refuge
    Pahranagat National Wildlife Refuge is a protected wetland and desert oasis in southern Nevada that provides critical habitat for migratory birds and other wildlife.
  • E. Minnesota Valley National Wildlife Refuge
    Minnesota Valley National Wildlife Refuge is a large protected natural area in Minnesota that preserves diverse wetlands, prairies, and floodplain forests while providing habitat for wildlife and outdoor recreation opportunities near the Twin Cities.
  • 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: Assabet River National Wildlife Refuge
Triple: [Assabet River, hasProtectedAreaAlong, Assabet River National Wildlife Refuge]
Generated description
Assabet River National Wildlife Refuge is a federally protected area in Massachusetts known for its diverse wetlands, forests, and wildlife habitats, offering opportunities for hiking, wildlife observation, and environmental education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assabet River National Wildlife Refuge
Target entity description: Assabet River National Wildlife Refuge is a federally protected area in Massachusetts known for its diverse wetlands, forests, and wildlife habitats, offering opportunities for hiking, wildlife observation, and environmental education.
  • A. Wallkill River National Wildlife Refuge
    Wallkill River National Wildlife Refuge is a protected wetland and wildlife habitat along the Wallkill River that provides critical conservation areas for migratory birds and other native species, as well as opportunities for public recreation and environmental education.
  • B. McNary National Wildlife Refuge
    McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • C. 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.
  • D. Pahranagat National Wildlife Refuge
    Pahranagat National Wildlife Refuge is a protected wetland and desert oasis in southern Nevada that provides critical habitat for migratory birds and other wildlife.
  • E. Minnesota Valley National Wildlife Refuge
    Minnesota Valley National Wildlife Refuge is a large protected natural area in Minnesota that preserves diverse wetlands, prairies, and floodplain forests while providing habitat for wildlife and outdoor recreation opportunities near the Twin Cities.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a60a66c8190b76f3d3a7da1df55 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0368d2748190bc8560ecb16e1997 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:13 p.m.