Triple
T20592564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walnut Grove, Minnesota |
E505965
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Minnesota State Highway 14
Minnesota State Highway 14 is an east–west state highway running across southern Minnesota, connecting numerous rural communities and regional centers.
|
E1439387
|
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 Highway 14 | Statement: [Walnut Grove, Minnesota, hasTransportation, Minnesota State Highway 14]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minnesota State Highway 14 Context triple: [Walnut Grove, Minnesota, hasTransportation, Minnesota State Highway 14]
-
A.
Minnesota State Highway 16
Minnesota State Highway 16 is an east–west state highway in southeastern Minnesota that runs through rural communities and farmland, connecting small towns near the Iowa border.
-
B.
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.
-
C.
Minnesota State Highway 13
Minnesota State Highway 13 is a state highway in Minnesota that runs through the Twin Cities metropolitan area and several southern suburbs, serving as a key regional connector.
-
D.
Minnesota State Highway 18
Minnesota State Highway 18 is an east–west state highway in central Minnesota that connects several communities and recreational lake areas between the Brainerd Lakes region and the Mille Lacs Lake area.
-
E.
Minnesota State Highway 15
Minnesota State Highway 15 is a major north–south state highway in Minnesota that connects several central and southern communities and serves as an important regional transportation corridor.
- 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 Highway 14 Triple: [Walnut Grove, Minnesota, hasTransportation, Minnesota State Highway 14]
Generated description
Minnesota State Highway 14 is an east–west state highway running across southern Minnesota, connecting numerous rural communities and regional centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minnesota State Highway 14 Target entity description: Minnesota State Highway 14 is an east–west state highway running across southern Minnesota, connecting numerous rural communities and regional centers.
-
A.
Minnesota State Highway 16
Minnesota State Highway 16 is an east–west state highway in southeastern Minnesota that runs through rural communities and farmland, connecting small towns near the Iowa border.
-
B.
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.
-
C.
Minnesota State Highway 13
Minnesota State Highway 13 is a state highway in Minnesota that runs through the Twin Cities metropolitan area and several southern suburbs, serving as a key regional connector.
-
D.
Minnesota State Highway 18
Minnesota State Highway 18 is an east–west state highway in central Minnesota that connects several communities and recreational lake areas between the Brainerd Lakes region and the Mille Lacs Lake area.
-
E.
Minnesota State Highway 15
Minnesota State Highway 15 is a major north–south state highway in Minnesota that connects several central and southern communities and serves as an important regional transportation corridor.
- 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_69e0b4ba6ae88190af871e1f9522c704 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a97d63cc8190853e052d5930470d |
completed | April 20, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3eadb248190a86149d3ca375963 |
completed | May 16, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_6a08b49702108190810c8e4f5a89ec36 |
completed | May 16, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b524b95c8190909c93d471e9397f |
completed | May 16, 2026, 6:19 p.m. |
Created at: April 16, 2026, 11:40 a.m.