Triple
T3646815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Mendota |
E77319
|
entity |
| Predicate | hasTrailNearby |
P12052
|
FINISHED |
| Object |
Lakeshore Path (UW–Madison)
Lakeshore Path (UW–Madison) is a popular multi-use trail on the University of Wisconsin–Madison campus that winds along the Lake Mendota shoreline, offering scenic views and access to lakeside natural areas.
|
E375874
|
NE FINISHED |
How this triple was built (5 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: Lakeshore Path (UW–Madison) | Statement: [Lake Mendota, hasTrailNearby, Lakeshore Path (UW–Madison)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakeshore Path (UW–Madison) Context triple: [Lake Mendota, hasTrailNearby, Lakeshore Path (UW–Madison)]
-
A.
University of Wisconsin–Madison Arboretum
The University of Wisconsin–Madison Arboretum is a renowned ecological research and conservation area in Madison, Wisconsin, featuring restored prairies, woodlands, wetlands, and extensive public trails.
-
B.
Milwaukee Riverwalk
The Milwaukee Riverwalk is a pedestrian promenade and public space that runs along the Milwaukee River in downtown Milwaukee, featuring walkways, art installations, and access to shops, restaurants, and waterfront activities.
-
C.
Moraine Park
Moraine Park is a broad, glacially carved valley and popular scenic area in Colorado’s Rocky Mountain National Park, known for its meadows, wildlife viewing, and hiking opportunities.
-
D.
Gwinn Commons
Gwinn Commons is the main dining and community gathering hall on the campus of Seattle Pacific University in Seattle, Washington.
-
E.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
- 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: Lakeshore Path (UW–Madison) Triple: [Lake Mendota, hasTrailNearby, Lakeshore Path (UW–Madison)]
Generated description
Lakeshore Path (UW–Madison) is a popular multi-use trail on the University of Wisconsin–Madison campus that winds along the Lake Mendota shoreline, offering scenic views and access to lakeside natural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakeshore Path (UW–Madison) Target entity description: Lakeshore Path (UW–Madison) is a popular multi-use trail on the University of Wisconsin–Madison campus that winds along the Lake Mendota shoreline, offering scenic views and access to lakeside natural areas.
-
A.
University of Wisconsin–Madison Arboretum
The University of Wisconsin–Madison Arboretum is a renowned ecological research and conservation area in Madison, Wisconsin, featuring restored prairies, woodlands, wetlands, and extensive public trails.
-
B.
Milwaukee Riverwalk
The Milwaukee Riverwalk is a pedestrian promenade and public space that runs along the Milwaukee River in downtown Milwaukee, featuring walkways, art installations, and access to shops, restaurants, and waterfront activities.
-
C.
Moraine Park
Moraine Park is a broad, glacially carved valley and popular scenic area in Colorado’s Rocky Mountain National Park, known for its meadows, wildlife viewing, and hiking opportunities.
-
D.
Gwinn Commons
Gwinn Commons is the main dining and community gathering hall on the campus of Seattle Pacific University in Seattle, Washington.
-
E.
University Parkway
University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTrailNearby Context triple: [Lake Mendota, hasTrailNearby, Lakeshore Path (UW–Madison)]
-
A.
hasNearbyTrail
chosen
Indicates that one entity is located close to or within a short distance of a trail.
-
B.
hasTrail
Indicates that an entity possesses, includes, or is associated with a trail or pathway.
-
C.
hasNearbyTrailheadFor
Indicates that one location has a trailhead situated close enough to serve as a convenient access point for another location.
-
D.
hasTrailConnection
Indicates that one location is connected to another by a traversable trail or path.
-
E.
hasTrailNetwork
Indicates that an entity possesses or is associated with a system of interconnected trails or paths.
- F. None of above.
Provenance (6 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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3895198819090a17a8894e91d00 |
completed | March 8, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f394f9c8190881edc18b544dbb7 |
completed | March 13, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69b45347e364819080c0dac755405462 |
completed | March 13, 2026, 6:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45f4640e881909b0e3b68cb899669 |
completed | March 13, 2026, 7:02 p.m. |
| PD | Predicate disambiguation | batch_69adb8445b2c8190ab07f6ad4e010d0e |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:24 p.m.