Triple

T10673964
Position Surface form Disambiguated ID Type / Status
Subject Fort Smith, Arkansas E251564 entity
Predicate majorHighway P385 FINISHED
Object Interstate 540
Interstate 540 is a key segment of the Interstate Highway System in Arkansas that serves as a primary transportation corridor for the Fort Smith area and connects it to other major routes in the region.
 E953998 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 | Statement: [Fort Smith, Arkansas, majorHighway, Interstate 540]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Interstate 540
Context triple: [Fort Smith, Arkansas, majorHighway, Interstate 540]
  • A. Interstate 540
    Interstate 540 is a beltway highway serving the Raleigh metropolitan area in North Carolina, facilitating regional traffic flow and suburban connectivity.
  • B. Interstate 140
    Interstate 140 is a short auxiliary Interstate highway serving the Knoxville, Tennessee area, providing a connector route around the city.
  • C. Interstate 265
    Interstate 265 is a beltway highway that partially encircles the Louisville metropolitan area, providing a bypass route around the city in Kentucky and Indiana.
  • D. Interstate 264
    Interstate 264 is a major auxiliary Interstate highway that forms a beltway around much of Louisville, Kentucky, facilitating regional traffic flow and access to the city.
  • E. Interstate 195
    Interstate 195 is a short auxiliary Interstate Highway in Maryland that connects the Baltimore–Washington International Airport area with Interstate 95 and nearby major routes.
  • 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
Triple: [Fort Smith, Arkansas, majorHighway, Interstate 540]
Generated description
Interstate 540 is a key segment of the Interstate Highway System in Arkansas that serves as a primary transportation corridor for the Fort Smith area and connects it to other major routes in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Interstate 540
Target entity description: Interstate 540 is a key segment of the Interstate Highway System in Arkansas that serves as a primary transportation corridor for the Fort Smith area and connects it to other major routes in the region.
  • A. Interstate 540
    Interstate 540 is a beltway highway serving the Raleigh metropolitan area in North Carolina, facilitating regional traffic flow and suburban connectivity.
  • B. Interstate 140
    Interstate 140 is a short auxiliary Interstate highway serving the Knoxville, Tennessee area, providing a connector route around the city.
  • C. Interstate 265
    Interstate 265 is a beltway highway that partially encircles the Louisville metropolitan area, providing a bypass route around the city in Kentucky and Indiana.
  • D. Interstate 264
    Interstate 264 is a major auxiliary Interstate highway that forms a beltway around much of Louisville, Kentucky, facilitating regional traffic flow and access to the city.
  • E. Interstate 195
    Interstate 195 is a short auxiliary Interstate Highway in Maryland that connects the Baltimore–Washington International Airport area with Interstate 95 and nearby major routes.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb9299708190a0a3818f2e4e9bf5 completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43ee693048190a8c7ecdf8724d3ec completed May 1, 2026, 5:49 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:09 p.m.