Triple

T3187623
Position Surface form Disambiguated ID Type / Status
Subject Interstate 540 E66737 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 64 near Apex, North Carolina
U.S. Route 64 near Apex, North Carolina is a major east–west highway segment in the Raleigh–Durham region that serves suburban communities and connects to key regional routes.
 E336381 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 64 near Apex, North Carolina | Statement: [Interstate 540, hasJunctionWith, U.S. Route 64 near Apex, North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 64 near Apex, North Carolina
Context triple: [Interstate 540, hasJunctionWith, U.S. Route 64 near Apex, North Carolina]
  • A. U.S. Route 1 in Apex, North Carolina
    U.S. Route 1 in Apex, North Carolina is a major north–south highway corridor that serves as a primary arterial route for regional and commuter traffic through the town of Apex in the Raleigh metropolitan area.
  • B. U.S. Route 501 in North Carolina
    U.S. Route 501 in North Carolina is a major north–south highway that connects cities such as Durham and Chapel Hill, serving as an important regional corridor for traffic between central North Carolina and Virginia.
  • C. North Carolina Highway 56
    North Carolina Highway 56 is a primary state highway in North Carolina that connects several communities in the north-central part of the state, including the Town of Butner.
  • D. North Carolina Highway 96
    North Carolina Highway 96 is a primary state highway in North Carolina that runs north–south through several counties, connecting small towns and communities in the central and northern part of the state.
  • E. North Carolina Highway 55
    North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
  • 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 64 near Apex, North Carolina
Triple: [Interstate 540, hasJunctionWith, U.S. Route 64 near Apex, North Carolina]
Generated description
U.S. Route 64 near Apex, North Carolina is a major east–west highway segment in the Raleigh–Durham region that serves suburban communities and connects to key regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 64 near Apex, North Carolina
Target entity description: U.S. Route 64 near Apex, North Carolina is a major east–west highway segment in the Raleigh–Durham region that serves suburban communities and connects to key regional routes.
  • A. U.S. Route 1 in Apex, North Carolina
    U.S. Route 1 in Apex, North Carolina is a major north–south highway corridor that serves as a primary arterial route for regional and commuter traffic through the town of Apex in the Raleigh metropolitan area.
  • B. U.S. Route 501 in North Carolina
    U.S. Route 501 in North Carolina is a major north–south highway that connects cities such as Durham and Chapel Hill, serving as an important regional corridor for traffic between central North Carolina and Virginia.
  • C. North Carolina Highway 56
    North Carolina Highway 56 is a primary state highway in North Carolina that connects several communities in the north-central part of the state, including the Town of Butner.
  • D. North Carolina Highway 96
    North Carolina Highway 96 is a primary state highway in North Carolina that runs north–south through several counties, connecting small towns and communities in the central and northern part of the state.
  • E. North Carolina Highway 55
    North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
  • 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_69ad8587c1bc8190a2595f2c22ee1001 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6e279288190843837751e852c9e completed March 8, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b8c075881909152ddca48b7da60 completed March 12, 2026, 5:13 a.m.
NEDg Description generation batch_69b24f86acf081909688c73b15c15383 completed March 12, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b2501533008190bf178e3d11e2bea8 completed March 12, 2026, 5:33 a.m.
Created at: March 8, 2026, 3:06 p.m.