Triple

T8874491
Position Surface form Disambiguated ID Type / Status
Subject Ferndale, Michigan E211238 entity
Predicate borders P224 FINISHED
Object Royal Oak Township, Michigan E763469 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: Royal Oak Township, Michigan | Statement: [Ferndale, Michigan, borders, Royal Oak Township, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Royal Oak Township, Michigan
Context triple: [Ferndale, Michigan, borders, Royal Oak Township, Michigan]
  • A. Royal Oak Township, Michigan chosen
    Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
  • B. Oakland Township, Michigan
    Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
  • C. Brownstown Township, Michigan
    Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
  • D. Lansing Township, Michigan
    Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
  • E. Washington Township, Michigan
    Washington Township, Michigan is a suburban community in Macomb County known for its blend of residential neighborhoods, rural landscapes, and proximity to the village of Romeo.
  • 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_69ca838e78748190934d82db3104f855 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc614451d081908804430a72d00edf completed April 1, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffd78f35881909c15249b58a1ce03 completed April 3, 2026, 5:48 p.m.
Created at: March 30, 2026, 6:52 p.m.