Triple
T820654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama |
E17742
|
entity |
| Predicate | containsNationalForest |
P11107
|
FINISHED |
| Object |
Talladega National Forest
Talladega National Forest is a federally protected forest in eastern Alabama known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
|
E106279
|
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: Talladega National Forest | Statement: [Alabama, containsNationalForest, Talladega National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talladega National Forest Context triple: [Alabama, containsNationalForest, Talladega National Forest]
-
A.
Apalachicola National Forest
Apalachicola National Forest is a large protected woodland in the Florida Panhandle known for its longleaf pine ecosystems, diverse wildlife, and extensive hiking and recreation opportunities.
-
B.
Cherokee National Forest
Cherokee National Forest is a large federally managed woodland area in eastern Tennessee known for its Appalachian Mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
-
C.
Oak Mountain State Park
Oak Mountain State Park is Alabama’s largest state park, known for its extensive hiking and biking trails, lakes, and diverse outdoor recreation opportunities.
-
D.
George Washington National Forest
George Washington National Forest is a large, federally managed forest in the Appalachian Mountains of Virginia and West Virginia known for its extensive outdoor recreation opportunities and diverse wildlife habitats.
-
E.
Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina 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: Talladega National Forest Triple: [Alabama, containsNationalForest, Talladega National Forest]
Generated description
Talladega National Forest is a federally protected forest in eastern Alabama known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talladega National Forest Target entity description: Talladega National Forest is a federally protected forest in eastern Alabama known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
-
A.
Apalachicola National Forest
Apalachicola National Forest is a large protected woodland in the Florida Panhandle known for its longleaf pine ecosystems, diverse wildlife, and extensive hiking and recreation opportunities.
-
B.
Cherokee National Forest
Cherokee National Forest is a large federally managed woodland area in eastern Tennessee known for its Appalachian Mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
-
C.
Oak Mountain State Park
Oak Mountain State Park is Alabama’s largest state park, known for its extensive hiking and biking trails, lakes, and diverse outdoor recreation opportunities.
-
D.
George Washington National Forest
George Washington National Forest is a large, federally managed forest in the Appalachian Mountains of Virginia and West Virginia known for its extensive outdoor recreation opportunities and diverse wildlife habitats.
-
E.
Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsNationalForest Context triple: [Alabama, containsNationalForest, Talladega National Forest]
-
A.
hasNationalForest
chosen
Indicates that a place or jurisdiction contains, includes, or is home to at least one designated national forest.
-
B.
withinNationalPark
Indicates that one entity is located inside the geographic boundaries of a national park designated by another entity.
-
C.
nationalPark
Indicates that a location is designated and managed as a national park by a governing authority.
-
D.
hasRegionalPark
Indicates that a place or administrative area contains or is served by a designated regional park.
-
E.
hasNationalParkSystem
Indicates that a country or region maintains an organized, officially designated system of national parks under its governance.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab976094819086d676404d745750 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c7103a00819087ad711a2ab99770 |
completed | March 4, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_69a7c7b8158c819095a82dcd02d6a7fb |
completed | March 4, 2026, 5:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c888cd98819082dc39739d14dc67 |
completed | March 4, 2026, 5:52 a.m. |
| PD | Predicate disambiguation | batch_69a4aa76a7808190ac7fd9ba1a4cebcb |
completed | March 1, 2026, 9:07 p.m. |
Created at: March 1, 2026, 7:38 p.m.