Triple
T15042129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arden, North Carolina |
E378625
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
French Broad River valley area
The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
|
E1133023
|
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: French Broad River valley area | Statement: [Arden, North Carolina, locatedIn, French Broad River valley area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French Broad River valley area Context triple: [Arden, North Carolina, locatedIn, French Broad River valley area]
-
A.
Gasconade River valley
The Gasconade River valley is a scenic region in central Missouri known for its winding river, forested bluffs, and rugged limestone cliffs.
-
B.
Root River valley
Root River valley is a scenic, deeply carved river valley in the unglaciated Driftless Area of the Upper Midwest, known for its bluffs, trout streams, and outdoor recreation.
-
C.
Loue River valley
The Loue River valley is a scenic region in eastern France known for its dramatic limestone gorges, lush landscapes, and picturesque villages along the Loue River.
-
D.
Mississippi River valley
The Mississippi River valley is a vast, fertile lowland region in the central United States shaped by the Mississippi River, historically crucial for agriculture, trade, and settlement.
-
E.
Grand River valley
Grand River valley is the broad, glacially carved valley in western Michigan shaped by the Grand River as it flows toward Lake Michigan.
- 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: French Broad River valley area Triple: [Arden, North Carolina, locatedIn, French Broad River valley area]
Generated description
The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French Broad River valley area Target entity description: The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
-
A.
Gasconade River valley
The Gasconade River valley is a scenic region in central Missouri known for its winding river, forested bluffs, and rugged limestone cliffs.
-
B.
Root River valley
Root River valley is a scenic, deeply carved river valley in the unglaciated Driftless Area of the Upper Midwest, known for its bluffs, trout streams, and outdoor recreation.
-
C.
Loue River valley
The Loue River valley is a scenic region in eastern France known for its dramatic limestone gorges, lush landscapes, and picturesque villages along the Loue River.
-
D.
Mississippi River valley
The Mississippi River valley is a vast, fertile lowland region in the central United States shaped by the Mississippi River, historically crucial for agriculture, trade, and settlement.
-
E.
Grand River valley
Grand River valley is the broad, glacially carved valley in western Michigan shaped by the Grand River as it flows toward Lake Michigan.
- 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82f73208190bb55fa6b20074e27 |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9de388508190bb0ecc04740cbe15 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fe9f2b71808190b961193ae1ddebf0 |
completed | May 9, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9fa89bd481909235d2ec377a0d8e |
completed | May 9, 2026, 2:44 a.m. |
Created at: April 10, 2026, 3 a.m.