Triple

T5318754
Position Surface form Disambiguated ID Type / Status
Subject Pikeville, Kentucky E121618 entity
Predicate hasInfrastructureProject P14971 FINISHED
Object Pikeville Cut-Through
Pikeville Cut-Through is a massive civil engineering project in Pikeville, Kentucky, that rerouted a river, railroad, and highway by cutting through a mountain to reduce flooding and traffic congestion.
 E510240 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: Pikeville Cut-Through | Statement: [Pikeville, Kentucky, hasInfrastructureProject, Pikeville Cut-Through]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pikeville Cut-Through
Context triple: [Pikeville, Kentucky, hasInfrastructureProject, Pikeville Cut-Through]
  • A. Dumpton Gap
    Dumpton Gap is a quiet, sandy beach and bay on the Kent coast in southeast England, situated between Broadstairs and Ramsgate and known for its cliffs and rock pools.
  • B. Bosley Tunnel
    Bosley Tunnel is a historic narrowboat canal tunnel in Cheshire, England, forming part of the Macclesfield Canal navigation route.
  • C. Robertson Tunnel
    Robertson Tunnel is a major light rail tunnel in Portland, Oregon, carrying MAX trains through the West Hills between downtown and the city’s western suburbs.
  • D. O'Neill Tunnel
    The O'Neill Tunnel is a major highway tunnel in downtown Boston that carries Interstate 93 beneath the city as part of the Big Dig project.
  • E. Owen Ridge
    Owen Ridge is a prominent mountainous ridge located in Antarctica, forming part of the rugged terrain near the Murray Ridge region.
  • 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: Pikeville Cut-Through
Triple: [Pikeville, Kentucky, hasInfrastructureProject, Pikeville Cut-Through]
Generated description
Pikeville Cut-Through is a massive civil engineering project in Pikeville, Kentucky, that rerouted a river, railroad, and highway by cutting through a mountain to reduce flooding and traffic congestion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pikeville Cut-Through
Target entity description: Pikeville Cut-Through is a massive civil engineering project in Pikeville, Kentucky, that rerouted a river, railroad, and highway by cutting through a mountain to reduce flooding and traffic congestion.
  • A. Dumpton Gap
    Dumpton Gap is a quiet, sandy beach and bay on the Kent coast in southeast England, situated between Broadstairs and Ramsgate and known for its cliffs and rock pools.
  • B. Bosley Tunnel
    Bosley Tunnel is a historic narrowboat canal tunnel in Cheshire, England, forming part of the Macclesfield Canal navigation route.
  • C. Robertson Tunnel
    Robertson Tunnel is a major light rail tunnel in Portland, Oregon, carrying MAX trains through the West Hills between downtown and the city’s western suburbs.
  • D. O'Neill Tunnel
    The O'Neill Tunnel is a major highway tunnel in downtown Boston that carries Interstate 93 beneath the city as part of the Big Dig project.
  • E. Owen Ridge
    Owen Ridge is a prominent mountainous ridge located in Antarctica, forming part of the rugged terrain near the Murray Ridge region.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd855407048190bcdb97c7098cc2aa completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf1113e04c8190a3d13a0e40273f8d completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a6cc188190888b4b976f07f11c completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf1250e99c81909ded67d5a6c39ce9 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:59 p.m.