Triple
T21350969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gladstone, Michigan |
E526474
|
entity |
| Predicate | locatedInEcoregion |
P948
|
FINISHED |
| Object | Northern hardwood forest region |
—
|
NE NERFINISHED |
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: Northern hardwood forest region | Statement: [Gladstone, Michigan, locatedInEcoregion, Northern hardwood forest region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern hardwood forest region Context triple: [Gladstone, Michigan, locatedInEcoregion, Northern hardwood forest region]
-
A.
Eastern Deciduous Forest
The Eastern Deciduous Forest is a broad temperate forest biome in eastern North America characterized by a rich diversity of hardwood tree species and distinct seasonal changes.
-
B.
North Central Hardwood Forests
North Central Hardwood Forests is an ecoregion in the north-central United States characterized by mixed hardwood woodlands, lakes, and rolling glacial landscapes.
-
C.
Great Lakes–St. Lawrence forest region
chosen
The Great Lakes–St. Lawrence forest region is a mixed-wood ecological zone in eastern Canada characterized by a transition between boreal coniferous forests and southern hardwood forests, supporting high biodiversity and numerous protected areas.
-
D.
Northern Forest region of New York
The Northern Forest region of New York is a vast, largely rural landscape of mixed hardwood and conifer forests, lakes, and wetlands in the state’s northern tier, known for its ecological diversity, timber resources, and outdoor recreation opportunities.
-
E.
New England temperate forest
The New England temperate forest is a mixed hardwood and coniferous forest ecosystem characteristic of the northeastern United States, known for its distinct seasons, rich biodiversity, and vibrant autumn foliage.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51cd5cc81909ac1187971e8a8ad |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69ee5bab98148190aa14d52fd37bc894 |
completed | April 26, 2026, 6:38 p.m. |
Created at: April 16, 2026, 5:04 p.m.