Triple
T3505778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buncombe County, North Carolina |
E74071
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Biltmore Forest, North Carolina
Biltmore Forest, North Carolina, is a small, affluent residential town in Buncombe County known for its historic estates, wooded landscapes, and proximity to Asheville and the Biltmore Estate.
|
E364032
|
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: Biltmore Forest, North Carolina | Statement: [Buncombe County, North Carolina, contains, Biltmore Forest, North Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biltmore Forest, North Carolina Context triple: [Buncombe County, North Carolina, contains, Biltmore Forest, North Carolina]
-
A.
Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina area.
-
B.
Bladen Lakes State Forest
Bladen Lakes State Forest is a large, publicly managed forest in southeastern North Carolina known for its pine woodlands, wetlands, and recreational opportunities such as hunting, hiking, and wildlife observation.
-
C.
Croatan National Forest
Croatan National Forest is a federally protected forest in eastern North Carolina known for its coastal wetlands, longleaf pine ecosystems, and diverse wildlife.
-
D.
Rockefeller Forest
Rockefeller Forest is a renowned old-growth redwood grove in Northern California, home to some of the tallest and most massive trees on Earth.
-
E.
Wharton State Forest
Wharton State Forest is New Jersey’s largest state forest, encompassing vast Pine Barrens wilderness, historic sites, and extensive hiking, paddling, and camping opportunities.
- 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: Biltmore Forest, North Carolina Triple: [Buncombe County, North Carolina, contains, Biltmore Forest, North Carolina]
Generated description
Biltmore Forest, North Carolina, is a small, affluent residential town in Buncombe County known for its historic estates, wooded landscapes, and proximity to Asheville and the Biltmore Estate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biltmore Forest, North Carolina Target entity description: Biltmore Forest, North Carolina, is a small, affluent residential town in Buncombe County known for its historic estates, wooded landscapes, and proximity to Asheville and the Biltmore Estate.
-
A.
Duke Forest
Duke Forest is a large research, teaching, and recreational forest owned and managed by Duke University in the Durham, North Carolina area.
-
B.
Bladen Lakes State Forest
Bladen Lakes State Forest is a large, publicly managed forest in southeastern North Carolina known for its pine woodlands, wetlands, and recreational opportunities such as hunting, hiking, and wildlife observation.
-
C.
Croatan National Forest
Croatan National Forest is a federally protected forest in eastern North Carolina known for its coastal wetlands, longleaf pine ecosystems, and diverse wildlife.
-
D.
Rockefeller Forest
Rockefeller Forest is a renowned old-growth redwood grove in Northern California, home to some of the tallest and most massive trees on Earth.
-
E.
Wharton State Forest
Wharton State Forest is New Jersey’s largest state forest, encompassing vast Pine Barrens wilderness, historic sites, and extensive hiking, paddling, and camping opportunities.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbf38e988190998d722b95830411 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373de0a34819096701e24409a08bb |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b377dfd2308190b2762715fa098260 |
completed | March 13, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37850f18081908ee893dd4cedc183 |
completed | March 13, 2026, 2:37 a.m. |
Created at: March 8, 2026, 3:18 p.m.