Triple
T5059622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tillamook State Forest |
E113989
|
entity |
| Predicate | reforestationProgram |
P5942
|
FINISHED |
| Object |
Tillamook Burn reforestation project
The Tillamook Burn reforestation project was a large-scale mid-20th-century effort in Oregon to restore vast forest areas devastated by repeated wildfires, ultimately leading to the creation of the modern Tillamook State Forest.
|
E491275
|
NE FINISHED |
How this triple was built (5 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: Tillamook Burn reforestation project | Statement: [Tillamook State Forest, reforestationProgram, Tillamook Burn reforestation project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tillamook Burn reforestation project Context triple: [Tillamook State Forest, reforestationProgram, Tillamook Burn reforestation project]
-
A.
Mission Reach ecosystem restoration project
The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
-
B.
Yakima Project
The Yakima Project is a major federal water management and irrigation system in central Washington State that supplies water for agriculture, municipalities, and fish and wildlife habitat.
-
C.
Arcata Community Forest
Arcata Community Forest is a large, city-owned redwood forest and recreation area in Arcata, California, known for its extensive trail system and sustainable forest management.
-
D.
Trinity River Restoration Program
The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
-
E.
Klamath Project
The Klamath Project is a major federal water management and irrigation system in southern Oregon and northern California that supplies water to agriculture, wildlife refuges, and communities in the Klamath Basin.
- 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: Tillamook Burn reforestation project Triple: [Tillamook State Forest, reforestationProgram, Tillamook Burn reforestation project]
Generated description
The Tillamook Burn reforestation project was a large-scale mid-20th-century effort in Oregon to restore vast forest areas devastated by repeated wildfires, ultimately leading to the creation of the modern Tillamook State Forest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tillamook Burn reforestation project Target entity description: The Tillamook Burn reforestation project was a large-scale mid-20th-century effort in Oregon to restore vast forest areas devastated by repeated wildfires, ultimately leading to the creation of the modern Tillamook State Forest.
-
A.
Mission Reach ecosystem restoration project
The Mission Reach ecosystem restoration project is a large-scale environmental and recreational initiative that transformed an eight-mile stretch of the San Antonio River into a restored natural habitat with trails, native vegetation, and improved flood control.
-
B.
Yakima Project
The Yakima Project is a major federal water management and irrigation system in central Washington State that supplies water for agriculture, municipalities, and fish and wildlife habitat.
-
C.
Arcata Community Forest
Arcata Community Forest is a large, city-owned redwood forest and recreation area in Arcata, California, known for its extensive trail system and sustainable forest management.
-
D.
Trinity River Restoration Program
The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
-
E.
Klamath Project
The Klamath Project is a major federal water management and irrigation system in southern Oregon and northern California that supplies water to agriculture, wildlife refuges, and communities in the Klamath Basin.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: reforestationProgram Context triple: [Tillamook State Forest, reforestationProgram, Tillamook Burn reforestation project]
-
A.
forestryActivity
Indicates activities related to the management, use, or cultivation of forest resources, such as logging, planting, or forest maintenance.
-
B.
environmentalProgram
chosen
Indicates that an entity is involved in, associated with, or constitutes a program or initiative aimed at protecting, managing, or improving the environment.
-
C.
reconstructionProgram
Indicates a program or initiative designed to rebuild, restore, or structurally improve something that has been damaged, degraded, or is otherwise in need of renewal.
-
D.
isUrbanForest
Indicates that an area of trees and vegetation is located within or closely integrated with an urban or suburban environment.
-
E.
forestArea
Indicates the extent or size of land covered by forest within a given area or region.
- F. None of above.
Provenance (6 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_69bd443c0c8c81908663b77afb28e165 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7453daac8190b2946702c6c4bd93 |
completed | March 20, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea49283f48190b5db5ad78f332f95 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea67c2c3c8190af0caba391bfe69c |
completed | March 21, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beaa2c9bf88190b9f96474a1b4f13d |
completed | March 21, 2026, 2:24 p.m. |
| PD | Predicate disambiguation | batch_69bd715622b48190a3e8e49a5ef62b4a |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:38 p.m.