Triple

T7321153
Position Surface form Disambiguated ID Type / Status
Subject Apex, North Carolina E168548 entity
Predicate servedByHighway P385 FINISHED
Object Interstate 540 (nearby)
Interstate 540 is a major beltway segment around the Raleigh–Durham area in North Carolina that provides regional freeway access and connectivity for nearby communities such as Apex.
E657615 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: Interstate 540 (nearby) | Statement: [Apex, North Carolina, servedByHighway, Interstate 540 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 540 (nearby)
Context triple: [Apex, North Carolina, servedByHighway, Interstate 540 (nearby)]
  • A. Interstate 84 (nearby)
    Interstate 84 is a major east–west highway in the northeastern United States that provides regional connectivity and access to communities such as Beacon, New York.
  • B. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • C. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • D. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • E. Interstate 820 (nearby)
    Interstate 820 is a beltway loop around Fort Worth, Texas, that connects multiple major highways and provides regional access to surrounding communities.
  • 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 540 (nearby)
Triple: [Apex, North Carolina, servedByHighway, Interstate 540 (nearby)]
Generated description
Interstate 540 is a major beltway segment around the Raleigh–Durham area in North Carolina that provides regional freeway access and connectivity for nearby communities such as Apex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 540 (nearby)
Target entity description: Interstate 540 is a major beltway segment around the Raleigh–Durham area in North Carolina that provides regional freeway access and connectivity for nearby communities such as Apex.
  • A. Interstate 84 (nearby)
    Interstate 84 is a major east–west highway in the northeastern United States that provides regional connectivity and access to communities such as Beacon, New York.
  • B. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • C. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • D. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • E. Interstate 820 (nearby)
    Interstate 820 is a beltway loop around Fort Worth, Texas, that connects multiple major highways and provides regional access to surrounding communities.
  • 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_69c68a5251508190ad68df4151cfeb04 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6ef1ba58481909cfb5030b85f385a completed March 27, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef01ea8c819091cd4106039c121e completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef7f7b7c8190b3361cc01b2eefc0 completed March 28, 2026, 3:10 p.m.
NED2 Entity disambiguation (via description) batch_69c7f380dbe48190933e1eeff109185d completed March 28, 2026, 3:28 p.m.
Created at: March 27, 2026, 3:02 p.m.