Triple

T4438575
Position Surface form Disambiguated ID Type / Status
Subject Interstate Highways in Arkansas E95712 entity
Predicate hasComponent P35 FINISHED
Object Interstate 57 (future extension into Arkansas)
Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
E439915 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 57 (future extension into Arkansas) | Statement: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 57 (future extension into Arkansas)
Context triple: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
  • A. Interstate 57 in Champaign, Illinois
    Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
  • B. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • C. Interstate 459
    Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
  • D. Interstate 35E
    Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
  • E. Interstate 35E
    Interstate 35E is a major north–south U.S. Interstate Highway that runs through Saint Paul, Minnesota, as part of the split of Interstate 35 in the Twin Cities metropolitan 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 57 (future extension into Arkansas)
Triple: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
Generated description
Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 57 (future extension into Arkansas)
Target entity description: Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
  • A. Interstate 57 in Champaign, Illinois
    Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
  • B. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • C. Interstate 459
    Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
  • D. Interstate 35E
    Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
  • E. Interstate 35E
    Interstate 35E is a major north–south U.S. Interstate Highway that runs through Saint Paul, Minnesota, as part of the split of Interstate 35 in the Twin Cities metropolitan area.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558c75948190875a5fb10eac0597 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137b97748190b8ebecaf590baad3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b615aea38481908ffe37feadeb9a4b completed March 15, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b61601898c81908e108f475f4b35d3 completed March 15, 2026, 2:14 a.m.
Created at: March 12, 2026, 11:31 p.m.