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.