Triple

T9305901
Position Surface form Disambiguated ID Type / Status
Subject Montana Department of Transportation E223883 entity
Predicate responsibleFor P636 FINISHED
Object 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.
 E790411 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 state highway system | Statement: [Montana Department of Transportation, responsibleFor, Montana state highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montana state highway system
Context triple: [Montana Department of Transportation, responsibleFor, Montana state highway system]
  • A. South Dakota state highway system
    The South Dakota state highway system is the network of state-maintained roads that connects cities, towns, and rural areas throughout South Dakota, complementing the federal and local road systems.
  • B. Idaho highway system
    The Idaho highway system is the network of state and U.S. highways that provides primary road transportation across the state of Idaho, linking its cities, rural areas, and neighboring states.
  • C. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • D. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • E. Nevada state highway system
    The Nevada state highway system is the network of state-maintained roads and highways that connects cities, towns, and scenic regions throughout the state of Nevada.
  • 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 state highway system
Triple: [Montana Department of Transportation, responsibleFor, Montana state highway system]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montana state highway system
Target entity description: 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.
  • A. South Dakota state highway system
    The South Dakota state highway system is the network of state-maintained roads that connects cities, towns, and rural areas throughout South Dakota, complementing the federal and local road systems.
  • B. Idaho highway system
    The Idaho highway system is the network of state and U.S. highways that provides primary road transportation across the state of Idaho, linking its cities, rural areas, and neighboring states.
  • C. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • D. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • E. Nevada state highway system
    The Nevada state highway system is the network of state-maintained roads and highways that connects cities, towns, and scenic regions throughout the state of Nevada.
  • 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_69ca8424d0f08190831e2e93c6533aeb completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd1da7c1e08190af19169f5d806cde completed April 1, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2735d788190bd8f963562fb85a8 completed April 4, 2026, 6:40 a.m.
NEDg Description generation batch_69d0b4231b708190b8a4a342bc63e84d completed April 4, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4b8131c8190b2aa8be56925b7bc completed April 4, 2026, 6:50 a.m.
Created at: March 30, 2026, 7:36 p.m.