Triple
T663516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Forest Service |
E12808
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
National Forest System
The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
|
E66818
|
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: National Forest System | Statement: [U.S. Forest Service, oversees, National Forest System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Forest System Context triple: [U.S. Forest Service, oversees, National Forest System]
-
A.
U.S. National Forest
A U.S. National Forest is a federally managed public land area in the United States designated primarily for sustainable resource use, recreation, and conservation under the U.S. Forest Service.
-
B.
U.S. Forest Service
The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
-
C.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
D.
National Wilderness Preservation System
The National Wilderness Preservation System is a U.S. network of federally protected wilderness areas managed to preserve their natural conditions and limit human impact.
-
E.
National Wildlife Refuge System
The National Wildlife Refuge System is a network of public lands and waters in the United States dedicated to the conservation, management, and restoration of fish, wildlife, and plant resources and their habitats.
- 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: National Forest System Triple: [U.S. Forest Service, oversees, National Forest System]
Generated description
The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Forest System Target entity description: The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
-
A.
U.S. National Forest
chosen
A U.S. National Forest is a federally managed public land area in the United States designated primarily for sustainable resource use, recreation, and conservation under the U.S. Forest Service.
-
B.
U.S. Forest Service
The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
-
C.
Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
-
D.
National Wilderness Preservation System
The National Wilderness Preservation System is a U.S. network of federally protected wilderness areas managed to preserve their natural conditions and limit human impact.
-
E.
National Wildlife Refuge System
The National Wildlife Refuge System is a network of public lands and waters in the United States dedicated to the conservation, management, and restoration of fish, wildlife, and plant resources and their habitats.
- F. None of above.
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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fd1f0ec819087003d30bbab2fa6 |
completed | March 1, 2026, 8:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a63747e47481909877b49507b67c2c |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a645cff2a481908aa0b0cfde78c929 |
completed | March 3, 2026, 2:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64656026c8190834af887720f3a0a |
completed | March 3, 2026, 2:24 a.m. |
Created at: March 1, 2026, 7:36 p.m.