Triple

T22116347
Position Surface form Disambiguated ID Type / Status
Subject FABL E546553 entity
Predicate iataCodeOfAirport P2569 FINISHED
Object BFN
BFN is the IATA airport code for Bram Fischer International Airport serving Bloemfontein in South Africa.
E1519387 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: BFN | Statement: [FABL, iataCodeOfAirport, BFN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BFN
Context triple: [FABL, iataCodeOfAirport, BFN]
  • A. BFN
    BFN is the National Rail station code for Byfleet & New Haw railway station in Surrey, England.
  • B. BfN
    BfN is Germany’s Federal Agency for Nature Conservation, responsible for national biodiversity protection, landscape conservation, and related scientific and policy advisory work.
  • C. BFU
    BFU is the commonly used abbreviation for Burgas Free University, a higher education institution located in Burgas, Bulgaria.
  • D. BF
    BF is the IATA airline designator for French Bee, a French low-cost long-haul carrier.
  • E. BF
    BF is the two-letter ISO 3166-1 alpha-2 country code assigned to Burkina Faso.
  • 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: BFN
Triple: [FABL, iataCodeOfAirport, BFN]
Generated description
BFN is the IATA airport code for Bram Fischer International Airport serving Bloemfontein in South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BFN
Target entity description: BFN is the IATA airport code for Bram Fischer International Airport serving Bloemfontein in South Africa.
  • A. BFN
    BFN is the National Rail station code for Byfleet & New Haw railway station in Surrey, England.
  • B. BfN
    BfN is Germany’s Federal Agency for Nature Conservation, responsible for national biodiversity protection, landscape conservation, and related scientific and policy advisory work.
  • C. BFU
    BFU is the commonly used abbreviation for Burgas Free University, a higher education institution located in Burgas, Bulgaria.
  • D. BF
    BF is the IATA airline designator for French Bee, a French low-cost long-haul carrier.
  • E. BF
    BF is the two-letter ISO 3166-1 alpha-2 country code assigned to Burkina Faso.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294dc1148190b95ff00f475a6713 completed April 28, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f1b4a5c8190bce19db01cd4a02f completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a913f7b3c819086c0f12562685eea completed May 18, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a91d837bc8190b47ca7924f543f67 completed May 18, 2026, 4:13 a.m.
Created at: April 16, 2026, 8:31 p.m.