Triple

T3623293
Position Surface form Disambiguated ID Type / Status
Subject Grand Haven, Michigan E76776 entity
Predicate hasTransportation P105 FINISHED
Object Michigan Highway M-104
Michigan Highway M-104 is a state trunkline highway in western Michigan that connects the Grand Haven area to nearby inland communities and major routes.
E373766 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: Michigan Highway M-104 | Statement: [Grand Haven, Michigan, hasTransportation, Michigan Highway M-104]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan Highway M-104
Context triple: [Grand Haven, Michigan, hasTransportation, Michigan Highway M-104]
  • A. Michigan State Highway 50
    Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
  • B. Michigan State Highway 35
    Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
  • C. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • D. Wisconsin Highway 44
    Wisconsin Highway 44 is a state highway in Wisconsin that runs generally north–south, connecting several communities in the east-central part of the state.
  • E. U.S. Route 41
    U.S. Route 41 is a major north–south United States highway running from Miami, Florida, to the Upper Peninsula of Michigan, passing through several key Midwestern and Southern states.
  • 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: Michigan Highway M-104
Triple: [Grand Haven, Michigan, hasTransportation, Michigan Highway M-104]
Generated description
Michigan Highway M-104 is a state trunkline highway in western Michigan that connects the Grand Haven area to nearby inland communities and major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan Highway M-104
Target entity description: Michigan Highway M-104 is a state trunkline highway in western Michigan that connects the Grand Haven area to nearby inland communities and major routes.
  • A. Michigan State Highway 50
    Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
  • B. Michigan State Highway 35
    Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
  • C. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • D. Wisconsin Highway 44
    Wisconsin Highway 44 is a state highway in Wisconsin that runs generally north–south, connecting several communities in the east-central part of the state.
  • E. U.S. Route 41
    U.S. Route 41 is a major north–south United States highway running from Miami, Florida, to the Upper Peninsula of Michigan, passing through several key Midwestern and Southern states.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bc79008190abe6900adcbda8de completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
Created at: March 8, 2026, 3:23 p.m.