Triple

T22954870
Position Surface form Disambiguated ID Type / Status
Subject Phillips County, Montana E570726 entity
Predicate containsProtectedArea P855 FINISHED
Object UL Bend National Wildlife Refuge
UL Bend National Wildlife Refuge is a remote protected area in north-central Montana known for its rugged Missouri River Breaks landscape and diverse wildlife, including elk, bighorn sheep, and numerous bird species.
E1562837 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: UL Bend National Wildlife Refuge | Statement: [Phillips County, Montana, containsProtectedArea, UL Bend National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UL Bend National Wildlife Refuge
Context triple: [Phillips County, Montana, containsProtectedArea, UL Bend National Wildlife Refuge]
  • A. Eufaula National Wildlife Refuge
    Eufaula National Wildlife Refuge is a federally protected area along the Chattahoochee River known for its diverse wetlands, migratory bird habitat, and opportunities for wildlife observation and recreation.
  • B. San Bernard National Wildlife Refuge
    San Bernard National Wildlife Refuge is a protected coastal habitat in Texas known for its wetlands, diverse wildlife, and importance as a stopover for migratory birds.
  • C. Edwin B. Forsythe National Wildlife Refuge
    Edwin B. Forsythe National Wildlife Refuge is a coastal New Jersey wildlife refuge known for its extensive salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • D. Turnbull National Wildlife Refuge
    Turnbull National Wildlife Refuge is a protected natural area in northeastern Washington known for its diverse wetlands, forests, and wildlife habitat within the Channeled Scablands.
  • E. Sabine National Wildlife Refuge
    Sabine National Wildlife Refuge is a large coastal wetland refuge in southwestern Louisiana known for its rich birdlife, alligators, and marsh habitats along the Gulf of Mexico.
  • 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: UL Bend National Wildlife Refuge
Triple: [Phillips County, Montana, containsProtectedArea, UL Bend National Wildlife Refuge]
Generated description
UL Bend National Wildlife Refuge is a remote protected area in north-central Montana known for its rugged Missouri River Breaks landscape and diverse wildlife, including elk, bighorn sheep, and numerous bird species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UL Bend National Wildlife Refuge
Target entity description: UL Bend National Wildlife Refuge is a remote protected area in north-central Montana known for its rugged Missouri River Breaks landscape and diverse wildlife, including elk, bighorn sheep, and numerous bird species.
  • A. Eufaula National Wildlife Refuge
    Eufaula National Wildlife Refuge is a federally protected area along the Chattahoochee River known for its diverse wetlands, migratory bird habitat, and opportunities for wildlife observation and recreation.
  • B. San Bernard National Wildlife Refuge
    San Bernard National Wildlife Refuge is a protected coastal habitat in Texas known for its wetlands, diverse wildlife, and importance as a stopover for migratory birds.
  • C. Edwin B. Forsythe National Wildlife Refuge
    Edwin B. Forsythe National Wildlife Refuge is a coastal New Jersey wildlife refuge known for its extensive salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • D. Turnbull National Wildlife Refuge
    Turnbull National Wildlife Refuge is a protected natural area in northeastern Washington known for its diverse wetlands, forests, and wildlife habitat within the Channeled Scablands.
  • E. Sabine National Wildlife Refuge
    Sabine National Wildlife Refuge is a large coastal wetland refuge in southwestern Louisiana known for its rich birdlife, alligators, and marsh habitats along the Gulf of Mexico.
  • 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_69e245b212a88190b5259caf51606084 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181f09de48190b55913570c965412 completed April 29, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca19d3088190b62c3c71d7c5fa47 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaf9d50481908e4c451048f4018a completed May 19, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb5f72708190b4829fd6c3447879 completed May 19, 2026, 2:30 a.m.
Created at: April 17, 2026, 3:46 p.m.