Triple

T13129993
Position Surface form Disambiguated ID Type / Status
Subject Zigzag Ranger Station E311943 entity
Predicate category P87 FINISHED
Object United States Forest Service ranger stations in Oregon
United States Forest Service ranger stations in Oregon are administrative and operational facilities that support forest management, recreation services, and resource protection across the state’s national forests.
E1021996 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: United States Forest Service ranger stations in Oregon | Statement: [Zigzag Ranger Station, category, United States Forest Service ranger stations in Oregon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Forest Service ranger stations in Oregon
Context triple: [Zigzag Ranger Station, category, United States Forest Service ranger stations in Oregon]
  • A. Stehekin Ranger Station
    Stehekin Ranger Station is a National Park Service facility in the remote community of Stehekin, Washington, serving as the primary visitor contact and management center for the surrounding Lake Chelan backcountry area.
  • B. Ozette Ranger Station
    Ozette Ranger Station is a small National Park Service facility that serves as an access point and information center for visitors exploring the Ozette Lake area and nearby coastal trails in Olympic National Park, Washington.
  • C. Carbon River Ranger Station
    Carbon River Ranger Station is a National Park Service facility near the Carbon River entrance of Mount Rainier National Park that serves as a base for visitor services, permits, and park management in the area.
  • D. Pacific Northwest Region of the U.S. Forest Service
    The Pacific Northwest Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands primarily in Oregon and Washington, overseeing their conservation, recreation, and resource use.
  • E. Paradise Ranger Station
    Paradise Ranger Station is a historic National Park Service facility in Mount Rainier National Park that serves as an administrative and visitor contact point within the Paradise area.
  • 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: United States Forest Service ranger stations in Oregon
Triple: [Zigzag Ranger Station, category, United States Forest Service ranger stations in Oregon]
Generated description
United States Forest Service ranger stations in Oregon are administrative and operational facilities that support forest management, recreation services, and resource protection across the state’s national forests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Forest Service ranger stations in Oregon
Target entity description: United States Forest Service ranger stations in Oregon are administrative and operational facilities that support forest management, recreation services, and resource protection across the state’s national forests.
  • A. Stehekin Ranger Station
    Stehekin Ranger Station is a National Park Service facility in the remote community of Stehekin, Washington, serving as the primary visitor contact and management center for the surrounding Lake Chelan backcountry area.
  • B. Ozette Ranger Station
    Ozette Ranger Station is a small National Park Service facility that serves as an access point and information center for visitors exploring the Ozette Lake area and nearby coastal trails in Olympic National Park, Washington.
  • C. Carbon River Ranger Station
    Carbon River Ranger Station is a National Park Service facility near the Carbon River entrance of Mount Rainier National Park that serves as a base for visitor services, permits, and park management in the area.
  • D. Pacific Northwest Region of the U.S. Forest Service
    The Pacific Northwest Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands primarily in Oregon and Washington, overseeing their conservation, recreation, and resource use.
  • E. Paradise Ranger Station
    Paradise Ranger Station is a historic National Park Service facility in Mount Rainier National Park that serves as an administrative and visitor contact point within the Paradise area.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819bfd348190a22d44f837877e1c completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e290c308819090ee4436c199b57c completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e397df5c8190a470fc5c226b027b completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e454f95c8190b023c5d141999dd8 completed May 3, 2026, 5:59 a.m.
Created at: April 9, 2026, 9:07 p.m.