Triple

T21411395
Position Surface form Disambiguated ID Type / Status
Subject Marshfield, Wisconsin E528178 entity
Predicate hasTransportation P105 FINISHED
Object State Trunk Highway 97
State Trunk Highway 97 is a north–south state highway in central Wisconsin that connects the city of Marshfield with several nearby communities and major routes.
E1483559 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: State Trunk Highway 97 | Statement: [Marshfield, Wisconsin, hasTransportation, State Trunk Highway 97]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Trunk Highway 97
Context triple: [Marshfield, Wisconsin, hasTransportation, State Trunk Highway 97]
  • A. Highway 97
    Highway 97 is a major north–south route in British Columbia’s Okanagan region and beyond, serving as a key transportation corridor for cities such as Kelowna.
  • B. Highway 97C
    Highway 97C is a major British Columbia highway that serves as a key east–west connector through the province’s interior, linking the Okanagan region with the Coquihalla Highway and surrounding communities.
  • C. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • D. State Highway 99
    State Highway 99 is a major Texas state highway, also known as the Grand Parkway, that forms a large partial outer loop around the Greater Houston metropolitan area.
  • E. Highway 97A
    Highway 97A is a regional highway in British Columbia, Canada, that serves as an important connector route through the interior, linking communities and facilitating travel and commerce.
  • 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: State Trunk Highway 97
Triple: [Marshfield, Wisconsin, hasTransportation, State Trunk Highway 97]
Generated description
State Trunk Highway 97 is a north–south state highway in central Wisconsin that connects the city of Marshfield with several nearby communities and major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Trunk Highway 97
Target entity description: State Trunk Highway 97 is a north–south state highway in central Wisconsin that connects the city of Marshfield with several nearby communities and major routes.
  • A. Highway 97
    Highway 97 is a major north–south route in British Columbia’s Okanagan region and beyond, serving as a key transportation corridor for cities such as Kelowna.
  • B. Highway 97C
    Highway 97C is a major British Columbia highway that serves as a key east–west connector through the province’s interior, linking the Okanagan region with the Coquihalla Highway and surrounding communities.
  • C. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • D. State Highway 99
    State Highway 99 is a major Texas state highway, also known as the Grand Parkway, that forms a large partial outer loop around the Greater Houston metropolitan area.
  • E. Highway 97A
    Highway 97A is a regional highway in British Columbia, Canada, that serves as an important connector route through the interior, linking communities and facilitating travel and commerce.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b1fe2cd08190bfaf28daae4f5233 completed April 22, 2026, 11:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c29acd688190a50d50f78e9cffbf completed May 17, 2026, 1:28 p.m.
NEDg Description generation batch_6a09c37f44208190bfccdb4fdba2a00c completed May 17, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_6a09c442817c819097b8dfadf292e56d completed May 17, 2026, 1:36 p.m.
Created at: April 16, 2026, 5:43 p.m.