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.