Triple

T2823710
Position Surface form Disambiguated ID Type / Status
Subject Sterling Heights, Michigan E54869 entity
Predicate traversedBy P225 FINISHED
Object M-59 (Hall Road)
M-59 (Hall Road) is a major east–west state highway in Michigan that serves as a key commercial and commuter corridor through the northern suburbs of the Detroit metropolitan area.
 E301115 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: M-59 (Hall Road) | Statement: [Sterling Heights, Michigan, traversedBy, M-59 (Hall Road)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-59 (Hall Road)
Context triple: [Sterling Heights, Michigan, traversedBy, M-59 (Hall Road)]
  • A. Moor Lane
    Moor Lane is a football stadium in Salford, Greater Manchester, best known as the long-standing home of Salford City F.C.
  • B. Moor Road
    Moor Road is a tram stop on Greater Manchester’s Metrolink light rail network in the UK.
  • C. Moorland Road
    Moorland Road is a notable street in the town of Burslem, Stoke-on-Trent, recognized as one of its key local landmarks.
  • D. Weston Road
    Weston Road is a major north–south arterial route in the Greater Toronto Area that runs through communities such as Woodbridge in Vaughan.
  • E. M-153 (Ford Road)
    M-153 (Ford Road) is a major east–west state trunkline and commercial corridor in the Detroit metropolitan area of Michigan.
  • 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: M-59 (Hall Road)
Triple: [Sterling Heights, Michigan, traversedBy, M-59 (Hall Road)]
Generated description
M-59 (Hall Road) is a major east–west state highway in Michigan that serves as a key commercial and commuter corridor through the northern suburbs of the Detroit metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-59 (Hall Road)
Target entity description: M-59 (Hall Road) is a major east–west state highway in Michigan that serves as a key commercial and commuter corridor through the northern suburbs of the Detroit metropolitan area.
  • A. Moor Lane
    Moor Lane is a football stadium in Salford, Greater Manchester, best known as the long-standing home of Salford City F.C.
  • B. Moor Road
    Moor Road is a tram stop on Greater Manchester’s Metrolink light rail network in the UK.
  • C. Moorland Road
    Moorland Road is a notable street in the town of Burslem, Stoke-on-Trent, recognized as one of its key local landmarks.
  • D. Weston Road
    Weston Road is a major north–south arterial route in the Greater Toronto Area that runs through communities such as Woodbridge in Vaughan.
  • E. M-153 (Ford Road)
    M-153 (Ford Road) is a major east–west state trunkline and commercial corridor in the Detroit metropolitan area of Michigan.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde91487881909989c08bbf76f0da completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afcead12588190bfbb2c9e93b05e0d completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf5ec0a481909061d50877429f3b completed March 10, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69afcff778748190978e7d306e0d1ce1 completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 9:59 p.m.