Triple

T22804241
Position Surface form Disambiguated ID Type / Status
Subject Valley County, Montana E564487 entity
Predicate hasMajorHighway P385 FINISHED
Object Montana Highway 24
Montana Highway 24 is a state highway in northeastern Montana that runs north–south through sparsely populated prairie and agricultural areas, connecting small communities and providing access to Fort Peck Lake and the Missouri River region.
 E1555804 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 24 | Statement: [Valley County, Montana, hasMajorHighway, Montana Highway 24]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montana Highway 24
Context triple: [Valley County, Montana, hasMajorHighway, Montana Highway 24]
  • A. Montana Highway 221
    Montana Highway 221 is a state highway in Teton County, Montana, that serves as a connector route linking the city of Choteau with other regional roadways.
  • B. Montana Highway 49
    Montana Highway 49 is a scenic state highway in northwestern Montana that provides access to Glacier National Park and connects key routes in Glacier County.
  • C. 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.
  • D. Montana Highway 35
    Montana Highway 35 is a state highway in northwestern Montana that runs along the eastern shore of Flathead Lake, connecting several small communities and scenic areas.
  • E. 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.
  • 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 24
Triple: [Valley County, Montana, hasMajorHighway, Montana Highway 24]
Generated description
Montana Highway 24 is a state highway in northeastern Montana that runs north–south through sparsely populated prairie and agricultural areas, connecting small communities and providing access to Fort Peck Lake and the Missouri River region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montana Highway 24
Target entity description: Montana Highway 24 is a state highway in northeastern Montana that runs north–south through sparsely populated prairie and agricultural areas, connecting small communities and providing access to Fort Peck Lake and the Missouri River region.
  • A. Montana Highway 221
    Montana Highway 221 is a state highway in Teton County, Montana, that serves as a connector route linking the city of Choteau with other regional roadways.
  • B. Montana Highway 49
    Montana Highway 49 is a scenic state highway in northwestern Montana that provides access to Glacier National Park and connects key routes in Glacier County.
  • C. 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.
  • D. Montana Highway 35
    Montana Highway 35 is a state highway in northwestern Montana that runs along the eastern shore of Flathead Lake, connecting several small communities and scenic areas.
  • E. 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.
  • 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17d5a7c2881909a7aaacddd09f00c completed April 29, 2026, 3:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e9b35e08190a3ad478355279253 completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0ba2386bf88190911fe2cd9870023a completed May 18, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba2bae9888190a8d115579643695b completed May 18, 2026, 11:37 p.m.
Created at: April 17, 2026, 3:31 p.m.