Triple
T6206237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford, Virginia |
E138752
|
entity |
| Predicate | hasNearbyInterstateExit |
P16027
|
FINISHED |
| Object |
Interstate 95 exit 140
Interstate 95 exit 140 is a highway interchange on I-95 that serves the Stafford area in northern Virginia, providing local access to regional and commuter traffic.
|
E576173
|
NE FINISHED |
How this triple was built (5 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: Interstate 95 exit 140 | Statement: [Stafford, Virginia, hasNearbyInterstateExit, Interstate 95 exit 140]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 95 exit 140 Context triple: [Stafford, Virginia, hasNearbyInterstateExit, Interstate 95 exit 140]
-
A.
Interstate 295
Interstate 295 is a major auxiliary Interstate Highway that forms part of the beltway and bypass system around the Philadelphia and Trenton metropolitan areas in New Jersey and Pennsylvania.
-
B.
Interstate 295
Interstate 295 is a beltway highway that loops around Jacksonville, Florida, providing a bypass for through traffic and access to the city's suburbs and key routes.
-
C.
Interstate 95 (Massachusetts)
Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
-
D.
I-95 and MD 212 interchange
The I-95 and MD 212 interchange is a major highway junction in Beltsville, Maryland, connecting Interstate 95 with Maryland Route 212 and serving as a key access point for regional traffic.
-
E.
Interstate 495 in Lowell, Massachusetts
Interstate 495 in Lowell, Massachusetts is a major circumferential highway around Greater Boston that serves as a key regional connector for traffic passing through the Lowell 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: Interstate 95 exit 140 Triple: [Stafford, Virginia, hasNearbyInterstateExit, Interstate 95 exit 140]
Generated description
Interstate 95 exit 140 is a highway interchange on I-95 that serves the Stafford area in northern Virginia, providing local access to regional and commuter traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 95 exit 140 Target entity description: Interstate 95 exit 140 is a highway interchange on I-95 that serves the Stafford area in northern Virginia, providing local access to regional and commuter traffic.
-
A.
Interstate 295
Interstate 295 is a beltway highway that loops around Jacksonville, Florida, providing a bypass for through traffic and access to the city's suburbs and key routes.
-
B.
Interstate 295
Interstate 295 is a major auxiliary Interstate Highway that forms part of the beltway and bypass system around the Philadelphia and Trenton metropolitan areas in New Jersey and Pennsylvania.
-
C.
Interstate 95 (Massachusetts)
Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
-
D.
I-95 and MD 212 interchange
The I-95 and MD 212 interchange is a major highway junction in Beltsville, Maryland, connecting Interstate 95 with Maryland Route 212 and serving as a key access point for regional traffic.
-
E.
Interstate 495 in Lowell, Massachusetts
Interstate 495 in Lowell, Massachusetts is a major circumferential highway around Greater Boston that serves as a key regional connector for traffic passing through the Lowell area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyInterstateExit Context triple: [Stafford, Virginia, hasNearbyInterstateExit, Interstate 95 exit 140]
-
A.
nearestInterstateHighway
Indicates that one interstate highway is the closest in distance to a given location or route compared to all other interstate highways.
-
B.
hasNearbyInterchange
Indicates that one location has a transportation interchange (such as a junction or transfer point) situated close to it.
-
C.
isNearestI95BorderCrossingTo
Indicates that one location is the closest border crossing point to Interstate 95 relative to another specified reference location.
-
D.
hasNearbyStreet
Indicates that one entity is located close to or adjacent to a street.
-
E.
motorwayJunctionNearby
chosen
Indicates that a motorway junction is located close to the referenced entity.
- F. None of above.
Provenance (6 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0626f85748190a94448117a85fd78 |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f47b04c81909bfe20305911f5f2 |
completed | March 23, 2026, 4:50 p.m. |
| NEDg | Description generation | batch_69c1f5a1374481909117f2d8582ef195 |
completed | March 24, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1f60573a481909440f2ba7ef01f79 |
completed | March 24, 2026, 2:25 a.m. |
| PD | Predicate disambiguation | batch_69c055fdea3c81908f5d910f0d36234a |
completed | March 22, 2026, 8:50 p.m. |
Created at: March 22, 2026, 4:20 p.m.