Triple

T13784803
Position Surface form Disambiguated ID Type / Status
Subject I-485 E331225 entity
Predicate isSegmentOf P35 FINISHED
Object Charlotte beltway system
The Charlotte beltway system is a circumferential highway network encircling Charlotte, North Carolina, designed to route traffic around the city and connect its major radial routes and suburbs.
 E1061013 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: Charlotte beltway system | Statement: [I-485, isSegmentOf, Charlotte beltway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charlotte beltway system
Context triple: [I-485, isSegmentOf, Charlotte beltway system]
  • A. Phoenix beltway system
    The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
  • B. Dallas beltway system
    The Dallas beltway system is a network of highways and loops encircling the Dallas metropolitan area to facilitate circumferential and bypass traffic flow.
  • C. Boston beltway system
    The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
  • D. Southwest Corridor
    The Southwest Corridor is a major transportation and greenway corridor in Boston that combines rail lines, parks, and bike paths connecting downtown with southwestern neighborhoods.
  • E. Phoenix regional freeway system
    The Phoenix regional freeway system is an interconnected network of highways and loops serving the greater Phoenix metropolitan area, facilitating regional travel and commuter traffic across the Valley.
  • 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: Charlotte beltway system
Triple: [I-485, isSegmentOf, Charlotte beltway system]
Generated description
The Charlotte beltway system is a circumferential highway network encircling Charlotte, North Carolina, designed to route traffic around the city and connect its major radial routes and suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charlotte beltway system
Target entity description: The Charlotte beltway system is a circumferential highway network encircling Charlotte, North Carolina, designed to route traffic around the city and connect its major radial routes and suburbs.
  • A. Phoenix beltway system
    The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
  • B. Dallas beltway system
    The Dallas beltway system is a network of highways and loops encircling the Dallas metropolitan area to facilitate circumferential and bypass traffic flow.
  • C. Boston beltway system
    The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
  • D. Southwest Corridor
    The Southwest Corridor is a major transportation and greenway corridor in Boston that combines rail lines, parks, and bike paths connecting downtown with southwestern neighborhoods.
  • E. Phoenix regional freeway system
    The Phoenix regional freeway system is an interconnected network of highways and loops serving the greater Phoenix metropolitan area, facilitating regional travel and commuter traffic across the Valley.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0248db988190aa43c3723af25f90 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07b0b2881909b316e3cc67f1ec1 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e2e1b481908b74b5053e49fa38 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.