Triple

T14972699
Position Surface form Disambiguated ID Type / Status
Subject South Haven, Michigan E373361 entity
Predicate transportation P230 FINISHED
Object Blue Star Highway
Blue Star Highway is a historic roadway in Michigan that runs along the Lake Michigan shoreline, serving as a major local route and scenic alternative to the interstate.
E1129756 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: Blue Star Highway | Statement: [South Haven, Michigan, transportation, Blue Star Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Star Highway
Context triple: [South Haven, Michigan, transportation, Blue Star Highway]
  • A. Two Lane Highway
    "Two Lane Highway" is a 1975 country rock album by Pure Prairie League that helped define the band's smooth, harmony-rich sound.
  • B. Freedom Was a Highway
    "Freedom Was a Highway" is a country song by Jimmie Allen, featuring Brad Paisley, known for its nostalgic, road-trip-themed lyrics and guitar-driven sound.
  • C. Stretch Of The Highway
    Stretch Of The Highway is a song by James Taylor from his album "Before This World."
  • D. Sunset Highway
    Sunset Highway is the popular name for the scenic freeway portion of U.S. Route 26 that runs west from Portland through Oregon’s Coast Range toward the Pacific coast.
  • E. Silver City Highway
    Silver City Highway is a major rural highway in New South Wales, Australia, running through the state's far west and linking remote communities including the outback city of Broken Hill.
  • 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: Blue Star Highway
Triple: [South Haven, Michigan, transportation, Blue Star Highway]
Generated description
Blue Star Highway is a historic roadway in Michigan that runs along the Lake Michigan shoreline, serving as a major local route and scenic alternative to the interstate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Star Highway
Target entity description: Blue Star Highway is a historic roadway in Michigan that runs along the Lake Michigan shoreline, serving as a major local route and scenic alternative to the interstate.
  • A. Two Lane Highway
    "Two Lane Highway" is a 1975 country rock album by Pure Prairie League that helped define the band's smooth, harmony-rich sound.
  • B. Freedom Was a Highway
    "Freedom Was a Highway" is a country song by Jimmie Allen, featuring Brad Paisley, known for its nostalgic, road-trip-themed lyrics and guitar-driven sound.
  • C. Stretch Of The Highway
    Stretch Of The Highway is a song by James Taylor from his album "Before This World."
  • D. Sunset Highway
    Sunset Highway is the popular name for the scenic freeway portion of U.S. Route 26 that runs west from Portland through Oregon’s Coast Range toward the Pacific coast.
  • E. Silver City Highway
    Silver City Highway is a major rural highway in New South Wales, Australia, running through the state's far west and linking remote communities including the outback city of Broken Hill.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e767608190940eb6f16ea97451 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8be8af688190832efb00695f8b20 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f39388c81909d6eb44f3433982e completed May 9, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fa960888190ab1fa4bcf426be4b completed May 9, 2026, 1:36 a.m.
Created at: April 10, 2026, 2:50 a.m.