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.