Triple

T915545
Position Surface form Disambiguated ID Type / Status
Subject Kent County, Michigan E19760 entity
Predicate containsU.S.Highway P385 FINISHED
Object U.S. Route 131
U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
E551658 NE FINISHED

How this triple was built (5 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: U.S. Route 131 | Statement: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 131
Context triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
  • A. U.S. Route 31
    U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
  • B. 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.
  • C. U.S. Route 31W
    U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
  • D. U.S. Route 169
    U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
  • E. U.S. Route 127
    U.S. Route 127 is a north–south United States highway running from Michigan through several Midwestern and Southern states, serving as a key regional transportation corridor.
  • 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: U.S. Route 131
Triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
Generated description
U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 131
Target entity description: U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
  • A. U.S. Route 31
    U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
  • B. 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.
  • C. U.S. Route 31W
    U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
  • D. U.S. Route 169
    U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
  • E. U.S. Route 127
    U.S. Route 127 is a north–south United States highway running from Michigan through several Midwestern and Southern states, serving as a key regional transportation corridor.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsU.S.Highway
Context triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
  • A. hasMajorHighway chosen
    Indicates that a location or area is served by or directly connected to a major highway route.
  • B. connectsToHighway
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • C. hasExpresswaySection
    Indicates that an entity includes, contains, or is associated with a specific section or segment of an expressway.
  • D. roadServed
    Indicates that a road is provided with necessary services or infrastructure support by a responsible entity.
  • E. nearestInterstateHighway
    Indicates that one interstate highway is the closest in distance to a given location or route compared to all other interstate highways.
  • F. None of above.

Provenance (6 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_69a4939f91a08190ba68c2c81eab90fe completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b6755c488190b7f7848110e3ea2c completed March 1, 2026, 9:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a127b0e48190880ee84f45bed359 completed March 23, 2026, 2:10 a.m.
NEDg Description generation batch_69c0a1faf7d48190ad2d5f43ef37da82 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2e17cd88190a54f5166fe5c654a completed March 23, 2026, 2:18 a.m.
PD Predicate disambiguation batch_69a4b292d3408190947cbc2f794cf8c5 completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:39 p.m.