Triple

T16380431
Position Surface form Disambiguated ID Type / Status
Subject Southfield, Michigan E397790 entity
Predicate hasMajorRoad P385 FINISHED
Object Northwestern Highway
Northwestern Highway is a major thoroughfare in the Detroit metropolitan area that serves as a key commuter route through Southfield and surrounding suburbs.
 E1233953 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: Northwestern Highway | Statement: [Southfield, Michigan, hasMajorRoad, Northwestern Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northwestern Highway
Context triple: [Southfield, Michigan, hasMajorRoad, Northwestern Highway]
  • A. Northwest Highway
    Northwest Highway is a major arterial road in the Chicago metropolitan area that runs northwest from the city through several suburbs, serving as a key commuter and commercial corridor.
  • B. Link Road
    Link Road is a major arterial roadway in Mumbai that runs through suburbs like Andheri, providing key commercial access and traffic connectivity across the western part of the city.
  • C. Calumet Expressway
    Calumet Expressway was the former name of a major freeway in the Chicago metropolitan area now known as the Bishop Ford Freeway.
  • D. Southfield Freeway
    Southfield Freeway is a major north–south state highway in the Detroit metropolitan area of Michigan, serving as a key commuter route through several suburban communities.
  • E. Telegraph Road
    Telegraph Road is a major north–south thoroughfare in the Detroit metropolitan area, serving as a key commercial and commuter route through suburbs such as Southfield.
  • 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: Northwestern Highway
Triple: [Southfield, Michigan, hasMajorRoad, Northwestern Highway]
Generated description
Northwestern Highway is a major thoroughfare in the Detroit metropolitan area that serves as a key commuter route through Southfield and surrounding suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northwestern Highway
Target entity description: Northwestern Highway is a major thoroughfare in the Detroit metropolitan area that serves as a key commuter route through Southfield and surrounding suburbs.
  • A. Northwest Highway
    Northwest Highway is a major arterial road in the Chicago metropolitan area that runs northwest from the city through several suburbs, serving as a key commuter and commercial corridor.
  • B. Link Road
    Link Road is a major arterial roadway in Mumbai that runs through suburbs like Andheri, providing key commercial access and traffic connectivity across the western part of the city.
  • C. Calumet Expressway
    Calumet Expressway was the former name of a major freeway in the Chicago metropolitan area now known as the Bishop Ford Freeway.
  • D. Southfield Freeway
    Southfield Freeway is a major north–south state highway in the Detroit metropolitan area of Michigan, serving as a key commuter route through several suburban communities.
  • E. Telegraph Road
    Telegraph Road is a major north–south thoroughfare in the Detroit metropolitan area, serving as a key commercial and commuter route through suburbs such as Southfield.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319db5b648190a8fca23518a1fb39 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00aae394d48190aca8e6f5e1cc781f completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:08 a.m.