Triple

T6763168
Position Surface form Disambiguated ID Type / Status
Subject Banja Luka E154645 entity
Predicate airportIATACode P418 FINISHED
Object BNX
BNX is the IATA airport code for Banja Luka International Airport in Bosnia and Herzegovina.
 E618028 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: BNX | Statement: [Banja Luka, airportIATACode, BNX]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BNX
Context triple: [Banja Luka, airportIATACode, BNX]
  • A. BNP
    BNP is the stock ticker symbol for BNP Paribas, a major French international banking and financial services group.
  • B. BYN
    BYN is the ISO 4217 currency code for the current Belarusian ruble, the official currency of Belarus.
  • C. BnG
    BnG is the commonly used abbreviation for Bòrd na Gàidhlig, the principal public body responsible for promoting and supporting the Scottish Gaelic language in Scotland.
  • D. BNM
    BNM is the central bank of Malaysia, responsible for issuing currency, formulating monetary policy, and overseeing the country’s financial system.
  • E. BJX
    BJX is the IATA airport code for Guanajuato International Airport, serving the León–Guanajuato region in central Mexico.
  • 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: BNX
Triple: [Banja Luka, airportIATACode, BNX]
Generated description
BNX is the IATA airport code for Banja Luka International Airport in Bosnia and Herzegovina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BNX
Target entity description: BNX is the IATA airport code for Banja Luka International Airport in Bosnia and Herzegovina.
  • A. BNP
    BNP is the stock ticker symbol for BNP Paribas, a major French international banking and financial services group.
  • B. BYN
    BYN is the ISO 4217 currency code for the current Belarusian ruble, the official currency of Belarus.
  • C. BnG
    BnG is the commonly used abbreviation for Bòrd na Gàidhlig, the principal public body responsible for promoting and supporting the Scottish Gaelic language in Scotland.
  • D. BNM
    BNM is the central bank of Malaysia, responsible for issuing currency, formulating monetary policy, and overseeing the country’s financial system.
  • E. BJX
    BJX is the IATA airport code for Guanajuato International Airport, serving the León–Guanajuato region in central Mexico.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2160a2c8190837c608a3509c62c completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b6ec408190bd9131f289b02ba7 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713b3accc81908d19c1b00e2c312c completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7146413748190b844d9422dce42c2 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:12 p.m.