Triple
T13358345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 340 (Virginia) |
E318752
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
U.S. Route 522 in Front Royal, Virginia
U.S. Route 522 in Front Royal, Virginia is a key north–south highway that passes through the town, connecting it to regional routes and serving as an important corridor for local and through traffic.
|
E1037633
|
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: U.S. Route 522 in Front Royal, Virginia | Statement: [U.S. Route 340 (Virginia), hasJunctionWith, U.S. Route 522 in Front Royal, Virginia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 522 in Front Royal, Virginia Context triple: [U.S. Route 340 (Virginia), hasJunctionWith, U.S. Route 522 in Front Royal, Virginia]
-
A.
U.S. Route 522 in Berkeley Springs, West Virginia
U.S. Route 522 in Berkeley Springs, West Virginia is a north–south U.S. highway that serves as the main thoroughfare through the town, connecting it to regional destinations in West Virginia, Maryland, and Pennsylvania.
-
B.
U.S. Route 250 in Virginia
U.S. Route 250 in Virginia is a major east–west highway that traverses the state from the West Virginia border through the Shenandoah Valley and Charlottesville to Richmond, serving as an important regional connector.
-
C.
U.S. Route 220 in North Carolina
U.S. Route 220 in North Carolina is a major north–south highway that connects cities such as Rockingham, Asheboro, and Greensboro, serving as a key corridor through the central part of the state.
-
D.
U.S. Route 52 in North Carolina
U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
-
E.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
- 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: U.S. Route 522 in Front Royal, Virginia Triple: [U.S. Route 340 (Virginia), hasJunctionWith, U.S. Route 522 in Front Royal, Virginia]
Generated description
U.S. Route 522 in Front Royal, Virginia is a key north–south highway that passes through the town, connecting it to regional routes and serving as an important corridor for local and through traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 522 in Front Royal, Virginia Target entity description: U.S. Route 522 in Front Royal, Virginia is a key north–south highway that passes through the town, connecting it to regional routes and serving as an important corridor for local and through traffic.
-
A.
U.S. Route 522 in Berkeley Springs, West Virginia
U.S. Route 522 in Berkeley Springs, West Virginia is a north–south U.S. highway that serves as the main thoroughfare through the town, connecting it to regional destinations in West Virginia, Maryland, and Pennsylvania.
-
B.
U.S. Route 250 in Virginia
U.S. Route 250 in Virginia is a major east–west highway that traverses the state from the West Virginia border through the Shenandoah Valley and Charlottesville to Richmond, serving as an important regional connector.
-
C.
U.S. Route 220 in North Carolina
U.S. Route 220 in North Carolina is a major north–south highway that connects cities such as Rockingham, Asheboro, and Greensboro, serving as a key corridor through the central part of the state.
-
D.
U.S. Route 52 in North Carolina
U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
-
E.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da62887e588190bd7241c720a112a2 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f72677b2a48190aad30f3ee6cacefb |
completed | May 3, 2026, 10:41 a.m. |
| NEDg | Description generation | batch_69f727512c94819091985c7942f40b31 |
completed | May 3, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72b77d650819092c02f6488b2cfb2 |
completed | May 3, 2026, 11:03 a.m. |
Created at: April 9, 2026, 9:32 p.m.