Triple

T2491465
Position Surface form Disambiguated ID Type / Status
Subject Oakland County, Michigan E52050 entity
Predicate containsSettlement P847 FINISHED
Object Leonard, Michigan
Leonard, Michigan is a small village in northeastern Oakland County known for its rural character and proximity to the Metamora-Hadley Recreation Area.
E524010 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: Leonard, Michigan | Statement: [Oakland County, Michigan, containsSettlement, Leonard, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard, Michigan
Context triple: [Oakland County, Michigan, containsSettlement, Leonard, Michigan]
  • A. Leland, Michigan
    Leland, Michigan is a small historic village on the shores of Lake Michigan known for its picturesque harbor and preserved fishing district called Fishtown.
  • B. Luzerne, Michigan
    Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
  • C. Linden, Michigan
    Linden, Michigan is a small city in southeastern Genesee County known for its historic downtown and proximity to the Shiawassee River and nearby lakes.
  • D. Leslie, Michigan
    Leslie, Michigan is a small city in Ingham County known as the birthplace of anarchist writer and feminist Voltairine de Cleyre.
  • E. Riverview, Michigan
    Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
  • 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: Leonard, Michigan
Triple: [Oakland County, Michigan, containsSettlement, Leonard, Michigan]
Generated description
Leonard, Michigan is a small village in northeastern Oakland County known for its rural character and proximity to the Metamora-Hadley Recreation Area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard, Michigan
Target entity description: Leonard, Michigan is a small village in northeastern Oakland County known for its rural character and proximity to the Metamora-Hadley Recreation Area.
  • A. Leland, Michigan
    Leland, Michigan is a small historic village on the shores of Lake Michigan known for its picturesque harbor and preserved fishing district called Fishtown.
  • B. Luzerne, Michigan
    Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
  • C. Linden, Michigan
    Linden, Michigan is a small city in southeastern Genesee County known for its historic downtown and proximity to the Shiawassee River and nearby lakes.
  • D. Leslie, Michigan
    Leslie, Michigan is a small city in Ingham County known as the birthplace of anarchist writer and feminist Voltairine de Cleyre.
  • E. Riverview, Michigan
    Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1914ca48190ab0a6cc5f1bd2f56 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c17c9e0819088404cd2d81bfe88 completed March 22, 2026, 4:12 a.m.
NEDg Description generation batch_69bf6e81519c81909fae4da630af58b5 completed March 22, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69bf6edb3d78819083912d4ebe691eff completed March 22, 2026, 4:23 a.m.
Created at: March 6, 2026, 9:45 p.m.