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.