Triple
T6843586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harrisonburg, Virginia |
E157835
|
entity |
| Predicate | hasPublicTransit |
P522
|
FINISHED |
| Object |
Harrisonburg Department of Public Transportation
Harrisonburg Department of Public Transportation is the primary public transit agency serving Harrisonburg, Virginia, operating local bus services for residents, students, and visitors.
|
E622808
|
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: Harrisonburg Department of Public Transportation | Statement: [Harrisonburg, Virginia, hasPublicTransit, Harrisonburg Department of Public Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harrisonburg Department of Public Transportation Context triple: [Harrisonburg, Virginia, hasPublicTransit, Harrisonburg Department of Public Transportation]
-
A.
Helena Area Transit System
Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
-
B.
Fairfax Connector bus system
The Fairfax Connector bus system is a public transit network in Northern Virginia that provides local and commuter bus services throughout Fairfax County and surrounding areas.
-
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.
Charlottesville Area Transit
Charlottesville Area Transit is the primary public bus system serving the city of Charlottesville, Virginia, and its surrounding area.
-
E.
Greater Lynchburg Transit Company
The Greater Lynchburg Transit Company is the primary public bus transportation provider serving the Lynchburg, Virginia 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: Harrisonburg Department of Public Transportation Triple: [Harrisonburg, Virginia, hasPublicTransit, Harrisonburg Department of Public Transportation]
Generated description
Harrisonburg Department of Public Transportation is the primary public transit agency serving Harrisonburg, Virginia, operating local bus services for residents, students, and visitors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harrisonburg Department of Public Transportation Target entity description: Harrisonburg Department of Public Transportation is the primary public transit agency serving Harrisonburg, Virginia, operating local bus services for residents, students, and visitors.
-
A.
Helena Area Transit System
Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
-
B.
Fairfax Connector bus system
The Fairfax Connector bus system is a public transit network in Northern Virginia that provides local and commuter bus services throughout Fairfax County and surrounding areas.
-
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.
Charlottesville Area Transit
Charlottesville Area Transit is the primary public bus system serving the city of Charlottesville, Virginia, and its surrounding area.
-
E.
Greater Lynchburg Transit Company
The Greater Lynchburg Transit Company is the primary public bus transportation provider serving the Lynchburg, Virginia 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_69c6882ed4c081909dc465a7cf8838be |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d6b7179481909e3482fef47b2719 |
completed | March 27, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fbf06008190a8c342d3d7dec930 |
completed | March 28, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c7308d90308190ad38a09a6de0f6df |
completed | March 28, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7311de3cc8190b146ed4fd2b5274a |
completed | March 28, 2026, 1:38 a.m. |
Created at: March 27, 2026, 2:19 p.m.