Triple

T18809722
Position Surface form Disambiguated ID Type / Status
Subject Boone County, Missouri E459975 entity
Predicate hasPublicTransit P522 FINISHED
Object GoCOMO (Columbia Transit)
GoCOMO (Columbia Transit) is the public transportation system serving the city of Columbia in Boone County, Missouri, providing bus and paratransit services to residents and visitors.
 E1344516 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: GoCOMO (Columbia Transit) | Statement: [Boone County, Missouri, hasPublicTransit, GoCOMO (Columbia Transit)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GoCOMO (Columbia Transit)
Context triple: [Boone County, Missouri, hasPublicTransit, GoCOMO (Columbia Transit)]
  • A. Jackson Transit System
    Jackson Transit System is the public bus transportation agency serving the city of Jackson, Mississippi.
  • B. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • C. Cobb Community Transit
    Cobb Community Transit was the original public bus system serving Cobb County, Georgia, later rebranded as CobbLinc.
  • D. C-TRAN
    C-TRAN is the public transit agency serving Clark County and the Vancouver, Washington area, providing bus and express services often coordinated with Portland’s TriMet system.
  • E. SouthWest Transit
    SouthWest Transit is a public transportation agency serving suburban communities in the southwest Twin Cities metropolitan area of Minnesota.
  • 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: GoCOMO (Columbia Transit)
Triple: [Boone County, Missouri, hasPublicTransit, GoCOMO (Columbia Transit)]
Generated description
GoCOMO (Columbia Transit) is the public transportation system serving the city of Columbia in Boone County, Missouri, providing bus and paratransit services to residents and visitors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GoCOMO (Columbia Transit)
Target entity description: GoCOMO (Columbia Transit) is the public transportation system serving the city of Columbia in Boone County, Missouri, providing bus and paratransit services to residents and visitors.
  • A. Jackson Transit System
    Jackson Transit System is the public bus transportation agency serving the city of Jackson, Mississippi.
  • B. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • C. Cobb Community Transit
    Cobb Community Transit was the original public bus system serving Cobb County, Georgia, later rebranded as CobbLinc.
  • D. C-TRAN
    C-TRAN is the public transit agency serving Clark County and the Vancouver, Washington area, providing bus and express services often coordinated with Portland’s TriMet system.
  • E. SouthWest Transit
    SouthWest Transit is a public transportation agency serving suburban communities in the southwest Twin Cities metropolitan area of Minnesota.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3db38ec8190ab5bef15bc6789be completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bc1fc4881909628d71314b4d76a completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055f4a93f4819092054e1a4f49fef1 completed May 14, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_6a055feac66c819095d9b852086296b5 completed May 14, 2026, 5:38 a.m.
Created at: April 10, 2026, 11:53 a.m.