Triple

T6662080
Position Surface form Disambiguated ID Type / Status
Subject Gulf Air E151500 entity
Predicate ICAOCode P419 FINISHED
Object GFA
GFA is the ICAO airline designator used for Gulf Air, the national carrier of Bahrain.
 E608907 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: GFA | Statement: [Gulf Air, ICAOCode, GFA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GFA
Context triple: [Gulf Air, ICAOCode, GFA]
  • A. GAFI
    GAFI is the French acronym for the Financial Action Task Force, an intergovernmental body that sets global standards to combat money laundering, terrorist financing, and related financial crimes.
  • B. GSFA
    GSFA, formerly known as the Graduate School of Fine Arts at the University of Pennsylvania, was the university’s historic graduate division for architecture, landscape architecture, planning, and fine arts before being rebranded as the School of Design.
  • C. FGGA
    FGGA is the abbreviated name for the Faculty of Earth Sciences, Geography and Astronomy, an academic unit focused on studying the Earth, its environments, and the universe.
  • D. FAF
    FAF is the commonly used abbreviation for the Financial Accounting Foundation, the U.S. organization that oversees and supports the creation of financial accounting and reporting standards.
  • E. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • 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: GFA
Triple: [Gulf Air, ICAOCode, GFA]
Generated description
GFA is the ICAO airline designator used for Gulf Air, the national carrier of Bahrain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GFA
Target entity description: GFA is the ICAO airline designator used for Gulf Air, the national carrier of Bahrain.
  • A. GAFI
    GAFI is the French acronym for the Financial Action Task Force, an intergovernmental body that sets global standards to combat money laundering, terrorist financing, and related financial crimes.
  • B. GSFA
    GSFA, formerly known as the Graduate School of Fine Arts at the University of Pennsylvania, was the university’s historic graduate division for architecture, landscape architecture, planning, and fine arts before being rebranded as the School of Design.
  • C. FGGA
    FGGA is the abbreviated name for the Faculty of Earth Sciences, Geography and Astronomy, an academic unit focused on studying the Earth, its environments, and the universe.
  • D. FAF
    FAF is the commonly used abbreviation for the Financial Accounting Foundation, the U.S. organization that oversees and supports the creation of financial accounting and reporting standards.
  • E. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b097e0e481909251443f9ce0b85a completed March 27, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef0a0c208190ac6a309bfb2e4e4b completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a3f0b481908dfe70d626277e8f completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f1a3995c8190b22766356b6e6bf8 completed March 27, 2026, 9:07 p.m.
Created at: March 27, 2026, 2:02 p.m.