Triple
T7841372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hiawatha National Forest |
E181810
|
entity |
| Predicate | hasRangerDistrictOfficeIn |
P49602
|
FINISHED |
| Object | St. Ignace, Michigan |
E31638
|
NE FINISHED |
How this triple was built (2 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: St. Ignace, Michigan | Statement: [Hiawatha National Forest, hasRangerDistrictOfficeIn, St. Ignace, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Ignace, Michigan Context triple: [Hiawatha National Forest, hasRangerDistrictOfficeIn, St. Ignace, Michigan]
-
A.
St. Ignace, Michigan
chosen
St. Ignace, Michigan is a small city in Michigan’s Upper Peninsula that serves as a historic gateway community and ferry hub on the northern end of the Mackinac Bridge.
-
B.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
C.
Charlevoix, Michigan
Charlevoix, Michigan is a small resort city on Lake Michigan’s shore in northern Michigan, known for its scenic waterfront, tourism, and abundance of Petoskey stones along its beaches.
-
D.
St. Joseph, Michigan
St. Joseph, Michigan is a small Lake Michigan shoreline city in southwestern Michigan known for its beaches, harbor, and historic downtown.
-
E.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c6cbe48190b73df491de1004c3 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc639b68a4819080acfca35e498cfa |
completed | April 1, 2026, 12:15 a.m. |
Created at: March 30, 2026, 4:47 p.m.