Triple

T6865235
Position Surface form Disambiguated ID Type / Status
Subject Jenkins, Kentucky E158383 entity
Predicate hasTransportation P105 FINISHED
Object U.S. Route 23 (nearby corridor)
U.S. Route 23 (nearby corridor) is a major north–south U.S. highway in the eastern United States that serves as an important regional transportation route for communities like Jenkins, Kentucky.
E623336 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 23 (nearby corridor) | Statement: [Jenkins, Kentucky, hasTransportation, U.S. Route 23 (nearby corridor)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 23 (nearby corridor)
Context triple: [Jenkins, Kentucky, hasTransportation, U.S. Route 23 (nearby corridor)]
  • A. U.S. Route 26 (nearby access)
    U.S. Route 26 is a major east–west U.S. highway in the Pacific Northwest that connects the Portland metropolitan area with central and eastern Oregon and beyond.
  • B. U.S. Route 206 (nearby)
    U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
  • C. U.S. Route 36 corridor
    The U.S. Route 36 corridor is a major east–west transportation route across the central United States, linking numerous communities and regional highways along its path.
  • D. U.S. Route 13 corridor
    The U.S. Route 13 corridor is a major north–south transportation route along the U.S. East Coast, particularly serving the Delmarva Peninsula and connecting key communities via highways and notable crossings.
  • E. U.S. Route 138 corridor
    The U.S. Route 138 corridor is a key regional highway route that facilitates travel and commerce through the Antelope Valley 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: U.S. Route 23 (nearby corridor)
Triple: [Jenkins, Kentucky, hasTransportation, U.S. Route 23 (nearby corridor)]
Generated description
U.S. Route 23 (nearby corridor) is a major north–south U.S. highway in the eastern United States that serves as an important regional transportation route for communities like Jenkins, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 23 (nearby corridor)
Target entity description: U.S. Route 23 (nearby corridor) is a major north–south U.S. highway in the eastern United States that serves as an important regional transportation route for communities like Jenkins, Kentucky.
  • A. U.S. Route 26 (nearby access)
    U.S. Route 26 is a major east–west U.S. highway in the Pacific Northwest that connects the Portland metropolitan area with central and eastern Oregon and beyond.
  • B. U.S. Route 206 (nearby)
    U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
  • C. U.S. Route 36 corridor
    The U.S. Route 36 corridor is a major east–west transportation route across the central United States, linking numerous communities and regional highways along its path.
  • D. U.S. Route 13 corridor
    The U.S. Route 13 corridor is a major north–south transportation route along the U.S. East Coast, particularly serving the Delmarva Peninsula and connecting key communities via highways and notable crossings.
  • E. U.S. Route 138 corridor
    The U.S. Route 138 corridor is a key regional highway route that facilitates travel and commerce through the Antelope Valley 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d88c48f08190b9afba97b19d8605 completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72ff153d48190a4b0d4e403457fe8 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c730e882308190a3fbc61245941338 completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:21 p.m.