Triple

T2641024
Position Surface form Disambiguated ID Type / Status
Subject Santa Barbara Municipal Airport E62865 entity
Predicate IATAcode P418 FINISHED
Object SBA
SBA is the three-letter IATA airport code for Santa Barbara Municipal Airport, serving the Santa Barbara, California area.
E286218 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: SBA | Statement: [Santa Barbara Municipal Airport, IATAcode, SBA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SBA
Context triple: [Santa Barbara Municipal Airport, IATAcode, SBA]
  • A. SBA
    The Sovereign Base Areas are two British Overseas Territories on the island of Cyprus that serve as strategic military bases for the United Kingdom.
  • B. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • C. SABE
    SABE is the ICAO airport code for Aeroparque Jorge Newbery, a major domestic and regional airport serving Buenos Aires, Argentina.
  • D. SBA Mentor-Protégé Program
    The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
  • E. SAB
    SAB is the School of American Ballet, a premier ballet academy in New York City that serves as the official training school for the New York City Ballet.
  • 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: SBA
Triple: [Santa Barbara Municipal Airport, IATAcode, SBA]
Generated description
SBA is the three-letter IATA airport code for Santa Barbara Municipal Airport, serving the Santa Barbara, California area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SBA
Target entity description: SBA is the three-letter IATA airport code for Santa Barbara Municipal Airport, serving the Santa Barbara, California area.
  • A. SBA
    The Sovereign Base Areas are two British Overseas Territories on the island of Cyprus that serve as strategic military bases for the United Kingdom.
  • B. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • C. SABE
    SABE is the ICAO airport code for Aeroparque Jorge Newbery, a major domestic and regional airport serving Buenos Aires, Argentina.
  • D. SBA Mentor-Protégé Program
    The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
  • E. SAB
    SAB is the School of American Ballet, a premier ballet academy in New York City that serves as the official training school for the New York City Ballet.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8fc8ee881908a9f6820d8934a62 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98bd689481908568d35baac1e065 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.