Triple

T16745398
Position Surface form Disambiguated ID Type / Status
Subject Hamilton, Montana E406937 entity
Predicate transportation P230 FINISHED
Object Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana
Montana Highway 38, also known as the Skalkaho Highway, is a scenic mountain road in western Montana that traverses the Sapphire Mountains and provides a seasonal route between the Bitterroot and Philipsburg valleys.
 E1232330 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: Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana | Statement: [Hamilton, Montana, transportation, Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana
Context triple: [Hamilton, Montana, transportation, Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana]
  • A. Montana Highway 37
    Montana Highway 37 is a state highway in northwestern Montana that runs along the Kootenai River and Libby Dam, connecting the Libby area with U.S. Route 93 near Eureka.
  • B. Montana Highway 15
    Montana Highway 15 is a state highway in Montana that serves as a key cross-border route linking the state’s road network with Alberta, Canada.
  • C. Montana state highway system
    The Montana state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Montana.
  • D. South Dakota Highway 38
    South Dakota Highway 38 is an east–west state highway in eastern South Dakota that serves as a regional connector route, including through McCook County.
  • E. South Dakota Highway 30
    South Dakota Highway 30 is a state highway in eastern South Dakota that runs east–west through rural areas and connects to the Minnesota state highway system at the state line.
  • 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: Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana
Triple: [Hamilton, Montana, transportation, Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana]
Generated description
Montana Highway 38, also known as the Skalkaho Highway, is a scenic mountain road in western Montana that traverses the Sapphire Mountains and provides a seasonal route between the Bitterroot and Philipsburg valleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montana Highway 38 (Skalkaho Highway) connects near Hamilton, Montana
Target entity description: Montana Highway 38, also known as the Skalkaho Highway, is a scenic mountain road in western Montana that traverses the Sapphire Mountains and provides a seasonal route between the Bitterroot and Philipsburg valleys.
  • A. Montana Highway 37
    Montana Highway 37 is a state highway in northwestern Montana that runs along the Kootenai River and Libby Dam, connecting the Libby area with U.S. Route 93 near Eureka.
  • B. Montana Highway 15
    Montana Highway 15 is a state highway in Montana that serves as a key cross-border route linking the state’s road network with Alberta, Canada.
  • C. Montana state highway system
    The Montana state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Montana.
  • D. South Dakota Highway 38
    South Dakota Highway 38 is an east–west state highway in eastern South Dakota that serves as a regional connector route, including through McCook County.
  • E. South Dakota Highway 30
    South Dakota Highway 30 is a state highway in eastern South Dakota that runs east–west through rural areas and connects to the Minnesota state highway system at the state line.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa223aa88190a3c1805ece7317e2 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52033748190ae207d72d437236b completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a685753881908c3fef10823ce569 completed May 10, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00a7174f5c8190891ddd180c50aee3 completed May 10, 2026, 3:41 p.m.
Created at: April 10, 2026, 5:21 a.m.