Triple
T2585526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst County, Virginia |
E57188
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Amherst, Virginia
Amherst, Virginia is a small town in central Virginia that serves as the administrative and commercial hub of Amherst County.
|
E279571
|
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: Amherst, Virginia | Statement: [Amherst County, Virginia, countySeat, Amherst, Virginia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst, Virginia Context triple: [Amherst County, Virginia, countySeat, Amherst, Virginia]
-
A.
Brambleton, Virginia
Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
-
B.
Marshall, Virginia
Marshall, Virginia is a small unincorporated community and historic village in Fauquier County known for its rural character and proximity to the Blue Ridge Mountains.
-
C.
Harrisonburg, Virginia
Harrisonburg, Virginia is an independent city in the Shenandoah Valley known for its universities, vibrant downtown, and role as a regional cultural and economic center.
-
D.
Middletown, Virginia
Middletown, Virginia is a small town in Frederick County in the northern Shenandoah Valley, known as a transportation junction and gateway between rural Virginia and the Washington, D.C. metropolitan region.
-
E.
Waynesboro, Virginia
Waynesboro, Virginia is an independent city in the Shenandoah Valley known as a gateway to the Blue Ridge Parkway and Shenandoah National Park.
- 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: Amherst, Virginia Triple: [Amherst County, Virginia, countySeat, Amherst, Virginia]
Generated description
Amherst, Virginia is a small town in central Virginia that serves as the administrative and commercial hub of Amherst County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amherst, Virginia Target entity description: Amherst, Virginia is a small town in central Virginia that serves as the administrative and commercial hub of Amherst County.
-
A.
Brambleton, Virginia
Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
-
B.
Marshall, Virginia
Marshall, Virginia is a small unincorporated community and historic village in Fauquier County known for its rural character and proximity to the Blue Ridge Mountains.
-
C.
Harrisonburg, Virginia
Harrisonburg, Virginia is an independent city in the Shenandoah Valley known for its universities, vibrant downtown, and role as a regional cultural and economic center.
-
D.
Middletown, Virginia
Middletown, Virginia is a small town in Frederick County in the northern Shenandoah Valley, known as a transportation junction and gateway between rural Virginia and the Washington, D.C. metropolitan region.
-
E.
Waynesboro, Virginia
Waynesboro, Virginia is an independent city in the Shenandoah Valley known as a gateway to the Blue Ridge Parkway and Shenandoah National Park.
- 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_69ab4a4dca6481908c301f8e317396e7 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd3cd07588190b3cb8cc348f12938 |
completed | March 7, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af6581f6fc819099ea28ecbb0093d7 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af67bbd6048190aaa091e6ce8cdd23 |
completed | March 10, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af6839cd1c81909ef772cda4bd2f9c |
completed | March 10, 2026, 12:39 a.m. |
Created at: March 6, 2026, 9:49 p.m.