Triple
T16121886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amtrak service via nearby Sturtevant station |
E391166
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
Sturtevant, Wisconsin
Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
|
E1248153
|
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: Sturtevant, Wisconsin | Statement: [Amtrak service via nearby Sturtevant station, servesArea, Sturtevant, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sturtevant, Wisconsin Context triple: [Amtrak service via nearby Sturtevant station, servesArea, Sturtevant, Wisconsin]
-
A.
Steuben, Wisconsin
Steuben, Wisconsin is a small rural village in Crawford County situated in the scenic Kickapoo River valley of southwestern Wisconsin.
-
B.
St. Germain, Wisconsin
St. Germain, Wisconsin is a small Northwoods town known for its lakes, outdoor recreation, and tourism in northern Wisconsin.
-
C.
Stoughton, Wisconsin
Stoughton, Wisconsin is a small city in Dane County known for its Norwegian heritage, historic downtown, and proximity to Madison.
-
D.
Fairchild, Wisconsin
Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
-
E.
Hawthorne, Wisconsin
Hawthorne, Wisconsin is a small rural town in northwestern Wisconsin known for its forests, lakes, and outdoor recreational opportunities.
- 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: Sturtevant, Wisconsin Triple: [Amtrak service via nearby Sturtevant station, servesArea, Sturtevant, Wisconsin]
Generated description
Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sturtevant, Wisconsin Target entity description: Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
-
A.
Steuben, Wisconsin
Steuben, Wisconsin is a small rural village in Crawford County situated in the scenic Kickapoo River valley of southwestern Wisconsin.
-
B.
St. Germain, Wisconsin
St. Germain, Wisconsin is a small Northwoods town known for its lakes, outdoor recreation, and tourism in northern Wisconsin.
-
C.
Stoughton, Wisconsin
Stoughton, Wisconsin is a small city in Dane County known for its Norwegian heritage, historic downtown, and proximity to Madison.
-
D.
Fairchild, Wisconsin
Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
-
E.
Hawthorne, Wisconsin
Hawthorne, Wisconsin is a small rural town in northwestern Wisconsin known for its forests, lakes, and outdoor recreational opportunities.
- 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2020198908190b56900cbfc53f25c |
completed | April 17, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01232399008190b23dfaec237563ef |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0124ce490c81909d5cfd86b7dabb71 |
completed | May 11, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012569322081908b60694851d50e4b |
completed | May 11, 2026, 12:40 a.m. |
Created at: April 10, 2026, 5 a.m.