Triple

T2473256
Position Surface form Disambiguated ID Type / Status
Subject Milwaukee Intermodal Station E55024 entity
Predicate servedBy P82 FINISHED
Object Lamers Bus Lines
Lamers Bus Lines is a regional intercity and charter bus company based in Wisconsin that provides passenger transportation services across the Midwest.
E270813 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: Lamers Bus Lines | Statement: [Milwaukee Intermodal Station, servedBy, Lamers Bus Lines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lamers Bus Lines
Context triple: [Milwaukee Intermodal Station, servedBy, Lamers Bus Lines]
  • A. Montebello Bus Lines
    Montebello Bus Lines is a public transit agency serving the city of Montebello and surrounding communities in Los Angeles County with local and express bus services.
  • B. Greyhound Lines
    Greyhound Lines is a major intercity bus company in North America, providing long-distance coach services across the United States and into Canada and Mexico.
  • C. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • D. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • E. Badger Bus
    Badger Bus is a regional intercity bus company in Wisconsin that provides scheduled passenger service between major cities such as Milwaukee and Madison.
  • 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: Lamers Bus Lines
Triple: [Milwaukee Intermodal Station, servedBy, Lamers Bus Lines]
Generated description
Lamers Bus Lines is a regional intercity and charter bus company based in Wisconsin that provides passenger transportation services across the Midwest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lamers Bus Lines
Target entity description: Lamers Bus Lines is a regional intercity and charter bus company based in Wisconsin that provides passenger transportation services across the Midwest.
  • A. Montebello Bus Lines
    Montebello Bus Lines is a public transit agency serving the city of Montebello and surrounding communities in Los Angeles County with local and express bus services.
  • B. Greyhound Lines
    Greyhound Lines is a major intercity bus company in North America, providing long-distance coach services across the United States and into Canada and Mexico.
  • C. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • D. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • E. Badger Bus chosen
    Badger Bus is a regional intercity bus company in Wisconsin that provides scheduled passenger service between major cities such as Milwaukee and Madison.
  • F. None of above.

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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd149c10c819098ff75f176972c8b completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f8990488190bc54cc5eadf11baa completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af1fe9eecc8190b5f3e15bde5239b4 completed March 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69af204da9c88190a59155f04a214b8d completed March 9, 2026, 7:32 p.m.
Created at: March 6, 2026, 9:45 p.m.