Triple

T20305266
Position Surface form Disambiguated ID Type / Status
Subject Shuttle America E505592 entity
Predicate mergedInto P77 FINISHED
Object Republic Airlines
Republic Airlines is a U.S.-based regional airline holding company that operates feeder flights for major carriers such as American, Delta, and United through its subsidiaries.
E1423014 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: Republic Airlines | Statement: [Shuttle America, mergedInto, Republic Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic Airlines
Context triple: [Shuttle America, mergedInto, Republic Airlines]
  • A. Eastern Air Lines
    Eastern Air Lines was a major U.S. airline that operated from the 1920s to the early 1990s, serving as one of the country’s largest and most influential carriers, particularly on East Coast and Latin American routes.
  • B. Capital Airlines
    Capital Airlines was a mid-20th-century U.S. regional and trunk airline that became notable for pioneering the use of turboprop aircraft before eventually merging into United Air Lines.
  • C. Capital Airlines
    Capital Airlines is a Chinese domestic carrier based in Beijing that operates passenger flights to various destinations across China and select international routes.
  • D. Union Airways
    Union Airways was an early South African airline that later became part of the national carrier, South African Airways.
  • E. Braniff International Airways
    Braniff International Airways was a major mid-20th-century American airline known for its bold branding, colorful aircraft liveries, and innovative marketing before ceasing operations in 1982.
  • 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: Republic Airlines
Triple: [Shuttle America, mergedInto, Republic Airlines]
Generated description
Republic Airlines is a U.S.-based regional airline holding company that operates feeder flights for major carriers such as American, Delta, and United through its subsidiaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic Airlines
Target entity description: Republic Airlines is a U.S.-based regional airline holding company that operates feeder flights for major carriers such as American, Delta, and United through its subsidiaries.
  • A. Eastern Air Lines
    Eastern Air Lines was a major U.S. airline that operated from the 1920s to the early 1990s, serving as one of the country’s largest and most influential carriers, particularly on East Coast and Latin American routes.
  • B. Capital Airlines
    Capital Airlines was a mid-20th-century U.S. regional and trunk airline that became notable for pioneering the use of turboprop aircraft before eventually merging into United Air Lines.
  • C. Capital Airlines
    Capital Airlines is a Chinese domestic carrier based in Beijing that operates passenger flights to various destinations across China and select international routes.
  • D. Union Airways
    Union Airways was an early South African airline that later became part of the national carrier, South African Airways.
  • E. Braniff International Airways
    Braniff International Airways was a major mid-20th-century American airline known for its bold branding, colorful aircraft liveries, and innovative marketing before ceasing operations in 1982.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6773f8f688190b616f972b9bbb28e completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08611c2f248190bf7c69536022ee8a completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0862421d9c8190bcc0c2c6dc1e9936 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08632b4618819085a4cc20aa297c70 completed May 16, 2026, 12:29 p.m.
Created at: April 16, 2026, 11:18 a.m.