Triple

T9450484
Position Surface form Disambiguated ID Type / Status
Subject Interstate 459 E227874 entity
Predicate hasJunction P1018 FINISHED
Object I-459/I-20/I-59 interchange (western terminus)
The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
E803212 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: I-459/I-20/I-59 interchange (western terminus) | Statement: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I-459/I-20/I-59 interchange (western terminus)
Context triple: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
  • A. Interstate 459
    Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
  • B. I-285 and I-20 east interchange
    The I-285 and I-20 east interchange is a major highway junction on the east side of Atlanta where the city's perimeter beltway meets the east–west Interstate 20 corridor.
  • C. Interstate 410
    Interstate 410 is a beltway freeway encircling San Antonio, Texas, serving as a major loop route around the city and connecting multiple interstate and state highways.
  • D. Interstate 595
    Interstate 595 is an east–west auxiliary Interstate Highway in South Florida that links Interstate 75 and the Sawgrass Expressway with Fort Lauderdale and the Port Everglades area.
  • E. Interstate 469
    Interstate 469 is an auxiliary Interstate Highway that forms a bypass loop around Fort Wayne in northeastern Indiana, improving traffic flow and regional connectivity.
  • 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: I-459/I-20/I-59 interchange (western terminus)
Triple: [Interstate 459, hasJunction, I-459/I-20/I-59 interchange (western terminus)]
Generated description
The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I-459/I-20/I-59 interchange (western terminus)
Target entity description: The I-459/I-20/I-59 interchange (western terminus) is a major highway junction near Birmingham, Alabama, where Interstate 459 connects with Interstates 20 and 59, serving as a key access and distribution point for regional traffic.
  • A. Interstate 459
    Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
  • B. I-285 and I-20 east interchange
    The I-285 and I-20 east interchange is a major highway junction on the east side of Atlanta where the city's perimeter beltway meets the east–west Interstate 20 corridor.
  • C. Interstate 410
    Interstate 410 is a beltway freeway encircling San Antonio, Texas, serving as a major loop route around the city and connecting multiple interstate and state highways.
  • D. Interstate 595
    Interstate 595 is an east–west auxiliary Interstate Highway in South Florida that links Interstate 75 and the Sawgrass Expressway with Fort Lauderdale and the Port Everglades area.
  • E. Interstate 469
    Interstate 469 is an auxiliary Interstate Highway that forms a bypass loop around Fort Wayne in northeastern Indiana, improving traffic flow and regional connectivity.
  • 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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f6649a48190b6844daa6202efe5 completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d139db9d1081908e2014d6f0e7e925 completed April 4, 2026, 4:18 p.m.
NEDg Description generation batch_69d13a8e79b081908d5b4dce125df678 completed April 4, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69d13b1d2cb481908cdcbeb1a6c81794 completed April 4, 2026, 4:23 p.m.
Created at: March 30, 2026, 7:51 p.m.