Triple

T13784788
Position Surface form Disambiguated ID Type / Status
Subject I-485 E331225 entity
Predicate hasJunctionWith P1018 FINISHED
Object US 521
US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
E1061012 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: US 521 | Statement: [I-485, hasJunctionWith, US 521]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US 521
Context triple: [I-485, hasJunctionWith, US 521]
  • A. US 223
    US 223 is a short U.S. Highway in the Midwest that serves as a connector route between US 23 in Michigan and the Ohio Turnpike near Toledo.
  • B. US 12
    US 12 is a major east–west United States highway that runs from Aberdeen, Washington, to Detroit, Michigan, traversing several northern states.
  • C. US 62
    US 62 is a major east–west United States highway that stretches from the Mexican border in El Paso, Texas, to Niagara Falls, New York, passing through several central states.
  • D. US 219
    US 219 is a north–south U.S. highway running through parts of New York, Pennsylvania, Maryland, and West Virginia, serving as a key regional route in the Appalachian region.
  • E. US 82
    US 82 is a major east–west U.S. Highway running across the southern United States, passing through states such as New Mexico, Texas, Arkansas, Mississippi, Alabama, and Georgia.
  • 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: US 521
Triple: [I-485, hasJunctionWith, US 521]
Generated description
US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US 521
Target entity description: US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
  • A. US 223
    US 223 is a short U.S. Highway in the Midwest that serves as a connector route between US 23 in Michigan and the Ohio Turnpike near Toledo.
  • B. US 12
    US 12 is a major east–west United States highway that runs from Aberdeen, Washington, to Detroit, Michigan, traversing several northern states.
  • C. US 62
    US 62 is a major east–west United States highway that stretches from the Mexican border in El Paso, Texas, to Niagara Falls, New York, passing through several central states.
  • D. US 219
    US 219 is a north–south U.S. highway running through parts of New York, Pennsylvania, Maryland, and West Virginia, serving as a key regional route in the Appalachian region.
  • E. US 82
    US 82 is a major east–west U.S. Highway running across the southern United States, passing through states such as New Mexico, Texas, Arkansas, Mississippi, Alabama, and Georgia.
  • 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.