Triple

T20910582
Position Surface form Disambiguated ID Type / Status
Subject Owosso, Michigan E514929 entity
Predicate hasTransportation P105 FINISHED
Object M-52 highway
The M-52 highway is a state trunkline route in Michigan that runs north–south through several communities, including Owosso, serving as a regional connector for local and through traffic.
E1467099 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-52 highway | Statement: [Owosso, Michigan, hasTransportation, M-52 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-52 highway
Context triple: [Owosso, Michigan, hasTransportation, M-52 highway]
  • A. M-59 highway
    M-59 highway is a major east–west state trunkline route in southeastern Michigan that serves as a key commuter and commercial corridor through the Detroit metropolitan area.
  • B. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • C. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • D. M-21 highway
    The M-21 highway is a state trunkline route in Michigan that runs east–west across the state, connecting communities such as Grand Rapids and Flint.
  • E. M-26 highway
    The M-26 highway is a state trunkline route in Michigan’s Upper Peninsula that serves communities along the Keweenaw Peninsula, including Eagle River.
  • 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-52 highway
Triple: [Owosso, Michigan, hasTransportation, M-52 highway]
Generated description
The M-52 highway is a state trunkline route in Michigan that runs north–south through several communities, including Owosso, serving as a regional connector for local and through traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-52 highway
Target entity description: The M-52 highway is a state trunkline route in Michigan that runs north–south through several communities, including Owosso, serving as a regional connector for local and through traffic.
  • A. M-59 highway
    M-59 highway is a major east–west state trunkline route in southeastern Michigan that serves as a key commuter and commercial corridor through the Detroit metropolitan area.
  • B. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • C. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • D. M-21 highway
    The M-21 highway is a state trunkline route in Michigan that runs east–west across the state, connecting communities such as Grand Rapids and Flint.
  • E. M-26 highway
    The M-26 highway is a state trunkline route in Michigan’s Upper Peninsula that serves communities along the Keweenaw Peninsula, including Eagle River.
  • 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_69e0b4f9d5ec8190bb2bd27350ed341c completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6ec5e3f988190932956119197e3b1 completed April 21, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a4283388190868d685a0270b623 completed May 17, 2026, 6:03 a.m.
NEDg Description generation batch_6a09637e002c8190be495023636918b4 completed May 17, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0963beb7d081909dd9a2db668f358c completed May 17, 2026, 6:44 a.m.
Created at: April 16, 2026, 12:48 p.m.