Triple

T322598
Position Surface form Disambiguated ID Type / Status
Subject Elizabethtown–Fort Knox metropolitan area E6445 entity
Predicate hasTransportationCorridor P3034 FINISHED
Object U.S. Route 31W
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
 E210944 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 31W | Statement: [Elizabethtown–Fort Knox metropolitan area, hasTransportationCorridor, U.S. Route 31W]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 31W
Context triple: [Elizabethtown–Fort Knox metropolitan area, hasTransportationCorridor, U.S. Route 31W]
  • A. U.S. Route 27
    U.S. Route 27 is a major north–south United States highway that runs from Florida to Michigan, passing through several southeastern and midwestern states.
  • B. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • C. U.S. Route 218
    U.S. Route 218 is a major north–south U.S. Highway in the Midwestern United States that runs through Iowa and Minnesota, connecting numerous cities and serving as an important regional transportation corridor.
  • D. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • E. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • 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 31W
Triple: [Elizabethtown–Fort Knox metropolitan area, hasTransportationCorridor, U.S. Route 31W]
Generated description
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 31W
Target entity description: U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
  • A. U.S. Route 27
    U.S. Route 27 is a major north–south United States highway that runs from Florida to Michigan, passing through several southeastern and midwestern states.
  • B. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • C. U.S. Route 218
    U.S. Route 218 is a major north–south U.S. Highway in the Midwestern United States that runs through Iowa and Minnesota, connecting numerous cities and serving as an important regional transportation corridor.
  • D. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • E. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69adeaaaad508190992c7b50e9397450 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb1ee4648190afd50782988b115c completed March 8, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69adeb9f28dc8190a0493a72153c60e6 completed March 8, 2026, 9:35 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.