Triple

T18933632
Position Surface form Disambiguated ID Type / Status
Subject Fremont, Ohio E463180 entity
Predicate hasPublicTransit P522 FINISHED
Object Sandusky County Transit System
Sandusky County Transit System is the public transportation agency serving residents and visitors in Sandusky County, Ohio, including the city of Fremont.
 E1350169 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: Sandusky County Transit System | Statement: [Fremont, Ohio, hasPublicTransit, Sandusky County Transit System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandusky County Transit System
Context triple: [Fremont, Ohio, hasPublicTransit, Sandusky County Transit System]
  • A. Lorain County Transit
    Lorain County Transit is a regional public transportation agency serving communities in and around Lorain County, Ohio.
  • B. Butler County Regional Transit Authority
    Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
  • C. Battle Creek Transit
    Battle Creek Transit is the public transportation agency providing local bus services in and around Battle Creek, Michigan.
  • D. Middletown Transit System
    Middletown Transit System is the primary public bus transportation provider serving residents and visitors in Middletown, Ohio.
  • E. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • 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: Sandusky County Transit System
Triple: [Fremont, Ohio, hasPublicTransit, Sandusky County Transit System]
Generated description
Sandusky County Transit System is the public transportation agency serving residents and visitors in Sandusky County, Ohio, including the city of Fremont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandusky County Transit System
Target entity description: Sandusky County Transit System is the public transportation agency serving residents and visitors in Sandusky County, Ohio, including the city of Fremont.
  • A. Lorain County Transit
    Lorain County Transit is a regional public transportation agency serving communities in and around Lorain County, Ohio.
  • B. Butler County Regional Transit Authority
    Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
  • C. Battle Creek Transit
    Battle Creek Transit is the public transportation agency providing local bus services in and around Battle Creek, Michigan.
  • D. Middletown Transit System
    Middletown Transit System is the primary public bus transportation provider serving residents and visitors in Middletown, Ohio.
  • E. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • 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_69d8dcfec90481909e926be9767e5779 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d3e57e648190aa4d3b09e84d4d38 completed April 20, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059122dff081909fb907b752a2934f completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0595f0ebd08190bcaa378ca15ae40f completed May 14, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a05969a874c81909a1392c4268bad75 completed May 14, 2026, 9:32 a.m.
Created at: April 10, 2026, 11:59 a.m.