Triple

T5967999
Position Surface form Disambiguated ID Type / Status
Subject Montcalm County, Michigan E132799 entity
Predicate hasMajorHighway P385 FINISHED
Object M-57
M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
E559401 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-57 | Statement: [Montcalm County, Michigan, hasMajorHighway, M-57]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-57
Context triple: [Montcalm County, Michigan, hasMajorHighway, M-57]
  • A. M-53
    M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
  • B. Hughes MD 500 series
    The Hughes MD 500 series is a family of light, multi-purpose civilian and military helicopters known for their agility, reliability, and widespread use in roles such as law enforcement, utility work, and training.
  • C. Bell 407
    The Bell 407 is a popular four-blade, single-engine civil utility helicopter widely used for corporate transport, emergency medical services, law enforcement, and utility missions.
  • D. Martin N-20
    The Martin N-20 is a high-end nylon-string acoustic guitar by C.F. Martin & Co., best known for being played by Willie Nelson as his iconic instrument "Trigger."
  • E. Folland Midge
    The Folland Midge was a British lightweight jet fighter and trainer prototype developed in the early 1950s that served as the precursor to the more famous Folland Gnat.
  • 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-57
Triple: [Montcalm County, Michigan, hasMajorHighway, M-57]
Generated description
M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-57
Target entity description: M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
  • A. M-53
    M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
  • B. Hughes MD 500 series
    The Hughes MD 500 series is a family of light, multi-purpose civilian and military helicopters known for their agility, reliability, and widespread use in roles such as law enforcement, utility work, and training.
  • C. Bell 407
    The Bell 407 is a popular four-blade, single-engine civil utility helicopter widely used for corporate transport, emergency medical services, law enforcement, and utility missions.
  • D. Martin N-20
    The Martin N-20 is a high-end nylon-string acoustic guitar by C.F. Martin & Co., best known for being played by Willie Nelson as his iconic instrument "Trigger."
  • E. Folland Midge
    The Folland Midge was a British lightweight jet fighter and trainer prototype developed in the early 1950s that served as the precursor to the more famous Folland Gnat.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3f612481908744cb645f2ede1d completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3ff62f08190be56bb9c450c9647 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0f61d80808190913b425c3c57f990 completed March 23, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69c0f6a75b908190b35d13b9593cf21f completed March 23, 2026, 8:15 a.m.
Created at: March 22, 2026, 4:03 p.m.