Triple
T16089111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KFRR |
E390313
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Front Royal–Warren County area
The Front Royal–Warren County area is a region in northern Virginia centered on the town of Front Royal and its surrounding Warren County community.
|
E1192836
|
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: Front Royal–Warren County area | Statement: [KFRR, serves, Front Royal–Warren County area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Front Royal–Warren County area Context triple: [KFRR, serves, Front Royal–Warren County area]
-
A.
York County urban area
The York County urban area is a metropolitan region in northern South Carolina that encompasses rapidly growing suburban communities near the Charlotte, North Carolina metropolitan area.
-
B.
Prince Edward County, Virginia
Prince Edward County, Virginia is a rural county in south-central Virginia historically known for its central role in the civil rights movement, particularly its resistance to school desegregation.
-
C.
Warren County, Pennsylvania
Warren County, Pennsylvania is a largely rural county in northwestern Pennsylvania known for its forests, outdoor recreation, and location along the Allegheny River.
-
D.
Central Shenandoah Planning District
The Central Shenandoah Planning District is a regional planning organization in Virginia that coordinates land use, transportation, and economic development efforts among local governments in the central Shenandoah Valley.
-
E.
Montgomery County East County area
Montgomery County East County area is a suburban region in southeastern Montgomery County, Texas, encompassing communities like New Caney and serving as part of the greater Houston metropolitan 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: Front Royal–Warren County area Triple: [KFRR, serves, Front Royal–Warren County area]
Generated description
The Front Royal–Warren County area is a region in northern Virginia centered on the town of Front Royal and its surrounding Warren County community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Front Royal–Warren County area Target entity description: The Front Royal–Warren County area is a region in northern Virginia centered on the town of Front Royal and its surrounding Warren County community.
-
A.
York County urban area
The York County urban area is a metropolitan region in northern South Carolina that encompasses rapidly growing suburban communities near the Charlotte, North Carolina metropolitan area.
-
B.
Prince Edward County, Virginia
Prince Edward County, Virginia is a rural county in south-central Virginia historically known for its central role in the civil rights movement, particularly its resistance to school desegregation.
-
C.
Warren County, Pennsylvania
Warren County, Pennsylvania is a largely rural county in northwestern Pennsylvania known for its forests, outdoor recreation, and location along the Allegheny River.
-
D.
Central Shenandoah Planning District
The Central Shenandoah Planning District is a regional planning organization in Virginia that coordinates land use, transportation, and economic development efforts among local governments in the central Shenandoah Valley.
-
E.
Montgomery County East County area
Montgomery County East County area is a suburban region in southeastern Montgomery County, Texas, encompassing communities like New Caney and serving as part of the greater Houston metropolitan area.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1845161908190adca2af94710b2cc |
completed | April 17, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe490d494819081f812811f032702 |
completed | May 10, 2026, 1:51 a.m. |
| NEDg | Description generation | batch_69ffe63f757c81908c7dc3c5ae3075c6 |
completed | May 10, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6b3f25481908dd4b6108b5d95c0 |
completed | May 10, 2026, 2 a.m. |
Created at: April 10, 2026, 4:59 a.m.