Triple

T4880893
Position Surface form Disambiguated ID Type / Status
Subject Bloomfield Hills, Michigan E109322 entity
Predicate majorRoad P385 FINISHED
Object Long Lake Road
Long Lake Road is a primary thoroughfare serving the suburban community of Bloomfield Hills in Oakland County, Michigan.
 E588182 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: Long Lake Road | Statement: [Bloomfield Hills, Michigan, majorRoad, Long Lake Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Long Lake Road
Context triple: [Bloomfield Hills, Michigan, majorRoad, Long Lake Road]
  • A. North Lake Road
    North Lake Road is a mountain access road in the Bishop Creek drainage of California’s Eastern Sierra, leading to trailheads, lakes, and popular outdoor recreation areas.
  • B. Lake Road
    Lake Road is a residential neighborhood in Milwaukie, Oregon, known for its suburban character and proximity to local parks and schools.
  • C. South Lake Road
    South Lake Road is a high-elevation access road in the eastern Sierra Nevada that leads into the Bishop Creek canyon and trailheads for popular hiking, fishing, and backpacking destinations.
  • D. Orchard Lake Road
    Orchard Lake Road is a major north–south thoroughfare in the Detroit metropolitan area of Michigan, serving numerous suburban communities including Farmington Hills.
  • E. Paulina Lake Road
    Paulina Lake Road is a forest access road in central Oregon that leads into the Newberry National Volcanic Monument area, providing access to lakes, campgrounds, and recreational sites.
  • 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: Long Lake Road
Triple: [Bloomfield Hills, Michigan, majorRoad, Long Lake Road]
Generated description
Long Lake Road is a primary thoroughfare serving the suburban community of Bloomfield Hills in Oakland County, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Long Lake Road
Target entity description: Long Lake Road is a primary thoroughfare serving the suburban community of Bloomfield Hills in Oakland County, Michigan.
  • A. North Lake Road
    North Lake Road is a mountain access road in the Bishop Creek drainage of California’s Eastern Sierra, leading to trailheads, lakes, and popular outdoor recreation areas.
  • B. Lake Road
    Lake Road is a residential neighborhood in Milwaukie, Oregon, known for its suburban character and proximity to local parks and schools.
  • C. South Lake Road
    South Lake Road is a high-elevation access road in the eastern Sierra Nevada that leads into the Bishop Creek canyon and trailheads for popular hiking, fishing, and backpacking destinations.
  • D. Orchard Lake Road
    Orchard Lake Road is a major north–south thoroughfare in the Detroit metropolitan area of Michigan, serving numerous suburban communities including Farmington Hills.
  • E. Paulina Lake Road
    Paulina Lake Road is a forest access road in central Oregon that leads into the Newberry National Volcanic Monument area, providing access to lakes, campgrounds, and recreational sites.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dc071d4819083ea9fd0c73c5f49 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62cd028808190a61ac9c12042611f completed March 27, 2026, 7:08 a.m.
NEDg Description generation batch_69c62fcbc8648190a2267e63f120f43e completed March 27, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_69c630516a5881908249ce8e8e7b71db completed March 27, 2026, 7:22 a.m.
Created at: March 20, 2026, 1:27 p.m.