Triple

T22804242
Position Surface form Disambiguated ID Type / Status
Subject Valley County, Montana E564487 entity
Predicate hasMajorHighway P385 FINISHED
Object Montana Highway 42
Montana Highway 42 is a short state highway in northeastern Montana that serves as a local connector route within Valley County.
E1557187 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 42 | Statement: [Valley County, Montana, hasMajorHighway, Montana Highway 42]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montana Highway 42
Context triple: [Valley County, Montana, hasMajorHighway, Montana Highway 42]
  • A. 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.
  • B. Montana Highway 464
    Montana Highway 464 is a state highway in northwestern Montana that serves as a rural connector route through Glacier County near the eastern edge of Glacier National Park.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 42
Triple: [Valley County, Montana, hasMajorHighway, Montana Highway 42]
Generated description
Montana Highway 42 is a short state highway in northeastern Montana that serves as a local connector route within Valley County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montana Highway 42
Target entity description: Montana Highway 42 is a short state highway in northeastern Montana that serves as a local connector route within Valley County.
  • A. 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.
  • B. Montana Highway 464
    Montana Highway 464 is a state highway in northwestern Montana that serves as a rural connector route through Glacier County near the eastern edge of Glacier National Park.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_6a0ba7a2394481909a7829a69df92863 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8560e8c819098ffd01e1834a137 completed May 19, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba9c4bf048190abd9887498fa3621 completed May 19, 2026, 12:07 a.m.
Created at: April 17, 2026, 3:31 p.m.