Triple

T4792635
Position Surface form Disambiguated ID Type / Status
Subject Minnesota Department of Transportation E106639 entity
Predicate oversees P46 FINISHED
Object Minnesota state trunk highway system
The Minnesota state trunk highway system is the network of primary state-maintained roads and highways that facilitates major intra- and interstate travel throughout Minnesota.
 E470710 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: Minnesota state trunk highway system | Statement: [Minnesota Department of Transportation, oversees, Minnesota state trunk highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minnesota state trunk highway system
Context triple: [Minnesota Department of Transportation, oversees, Minnesota state trunk highway system]
  • A. Michigan state trunkline highway system
    The Michigan state trunkline highway system is the statewide network of primary state-maintained highways, including numbered M-, I-, and US-routes that connect cities and regions across Michigan.
  • B. Illinois state highway system
    The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
  • C. Minnesota State Highway 11
    Minnesota State Highway 11 is an east–west state highway in northern Minnesota that runs along the Canadian border, connecting several small communities and serving as a key regional transportation route.
  • D. Minnesota State Highway 19
    Minnesota State Highway 19 is an east–west state highway in southern Minnesota that connects several communities and major routes across the region.
  • E. Minnesota State Highway 47
    Minnesota State Highway 47 is a north–south state highway in Minnesota that connects the Minneapolis–Saint Paul metropolitan area with several northern communities.
  • 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: Minnesota state trunk highway system
Triple: [Minnesota Department of Transportation, oversees, Minnesota state trunk highway system]
Generated description
The Minnesota state trunk highway system is the network of primary state-maintained roads and highways that facilitates major intra- and interstate travel throughout Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minnesota state trunk highway system
Target entity description: The Minnesota state trunk highway system is the network of primary state-maintained roads and highways that facilitates major intra- and interstate travel throughout Minnesota.
  • A. Michigan state trunkline highway system
    The Michigan state trunkline highway system is the statewide network of primary state-maintained highways, including numbered M-, I-, and US-routes that connect cities and regions across Michigan.
  • B. Illinois state highway system
    The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
  • C. Minnesota State Highway 11
    Minnesota State Highway 11 is an east–west state highway in northern Minnesota that runs along the Canadian border, connecting several small communities and serving as a key regional transportation route.
  • D. Minnesota State Highway 19
    Minnesota State Highway 19 is an east–west state highway in southern Minnesota that connects several communities and major routes across the region.
  • E. Minnesota State Highway 47
    Minnesota State Highway 47 is a north–south state highway in Minnesota that connects the Minneapolis–Saint Paul metropolitan area with several northern communities.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd66059bfc8190885d26d05dd38df1 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43ecf0308190941809fd13efa393 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45b95ab48190b5d8b84c56b1a0ac completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be46e400cc8190aaa7fc42713f30c6 completed March 21, 2026, 7:21 a.m.
Created at: March 20, 2026, 1:22 p.m.