Triple

T20251027
Position Surface form Disambiguated ID Type / Status
Subject Atlantic Coast Airlines E498554 entity
Predicate rebrandedAs P65 FINISHED
Object Independence Air
Independence Air was a low-cost U.S. airline that operated primarily from Washington Dulles International Airport in the mid-2000s before ceasing operations.
E1421778 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: Independence Air | Statement: [Atlantic Coast Airlines, rebrandedAs, Independence Air]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independence Air
Context triple: [Atlantic Coast Airlines, rebrandedAs, Independence Air]
  • A. Endeavor Air
    Endeavor Air is a U.S.-based regional airline that operates Delta Connection flights, providing feeder services to Delta Air Lines’ domestic and short-haul international network.
  • B. Cape Air
    Cape Air is a U.S.-based regional airline known for operating short-haul commuter flights, primarily in the Northeast, Midwest, Montana, the Caribbean, and Micronesia.
  • C. Sunstate Airlines
    Sunstate Airlines is an Australian regional airline that operates domestic services under the QantasLink brand.
  • D. AirTran Airways
    AirTran Airways was a U.S.-based low-cost airline known for operating an all-Boeing 717 fleet and serving domestic routes until its acquisition by Southwest Airlines.
  • E. Piedmont Airlines
    Piedmont Airlines is a regional American airline that operates feeder flights for major carriers, primarily under the US Airways Express and later American Eagle brands.
  • 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: Independence Air
Triple: [Atlantic Coast Airlines, rebrandedAs, Independence Air]
Generated description
Independence Air was a low-cost U.S. airline that operated primarily from Washington Dulles International Airport in the mid-2000s before ceasing operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independence Air
Target entity description: Independence Air was a low-cost U.S. airline that operated primarily from Washington Dulles International Airport in the mid-2000s before ceasing operations.
  • A. Endeavor Air
    Endeavor Air is a U.S.-based regional airline that operates Delta Connection flights, providing feeder services to Delta Air Lines’ domestic and short-haul international network.
  • B. Cape Air
    Cape Air is a U.S.-based regional airline known for operating short-haul commuter flights, primarily in the Northeast, Midwest, Montana, the Caribbean, and Micronesia.
  • C. Sunstate Airlines
    Sunstate Airlines is an Australian regional airline that operates domestic services under the QantasLink brand.
  • D. AirTran Airways
    AirTran Airways was a U.S.-based low-cost airline known for operating an all-Boeing 717 fleet and serving domestic routes until its acquisition by Southwest Airlines.
  • E. Piedmont Airlines
    Piedmont Airlines is a regional American airline that operates feeder flights for major carriers, primarily under the US Airways Express and later American Eagle brands.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673a79a208190a5a7c0f6515bc393 completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a1759d081909909d30925d03d72 completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085ad8bfd08190ac31b66cdc0bc6aa completed May 16, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a085b756f44819090892ab35a98fcc8 completed May 16, 2026, 11:56 a.m.
Created at: April 11, 2026, 11:41 p.m.