Triple

T3617399
Position Surface form Disambiguated ID Type / Status
Subject Cardiff Airport E76635 entity
Predicate ICAOcode P419 FINISHED
Object EGFF
EGFF is the ICAO airport code for Cardiff Airport, the main international airport serving Cardiff and South Wales.
 E373885 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: EGFF | Statement: [Cardiff Airport, ICAOcode, EGFF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EGFF
Context triple: [Cardiff Airport, ICAOcode, EGFF]
  • A. GFF
    GFF is the commonly used abbreviation for the Georgian Football Federation, the governing body of football in Georgia.
  • B. EGPF
    EGPF is the ICAO airport code for Glasgow Airport, a major international airport serving the Greater Glasgow area in Scotland.
  • C. GECF
    GECF is an international organization that brings together major natural gas exporting countries to coordinate policies and promote cooperation in the global gas market.
  • D. EGAA
    EGAA is the ICAO airport code assigned to Belfast International Airport in Northern Ireland.
  • E. EGKK
    EGKK is the ICAO airport code for London Gatwick Airport, a major international airport serving the London metropolitan area in the United Kingdom.
  • 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: EGFF
Triple: [Cardiff Airport, ICAOcode, EGFF]
Generated description
EGFF is the ICAO airport code for Cardiff Airport, the main international airport serving Cardiff and South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EGFF
Target entity description: EGFF is the ICAO airport code for Cardiff Airport, the main international airport serving Cardiff and South Wales.
  • A. GFF
    GFF is the commonly used abbreviation for the Georgian Football Federation, the governing body of football in Georgia.
  • B. EGPF
    EGPF is the ICAO airport code for Glasgow Airport, a major international airport serving the Greater Glasgow area in Scotland.
  • C. GECF
    GECF is an international organization that brings together major natural gas exporting countries to coordinate policies and promote cooperation in the global gas market.
  • D. EGAA
    EGAA is the ICAO airport code assigned to Belfast International Airport in Northern Ireland.
  • E. EGKK
    EGKK is the ICAO airport code for London Gatwick Airport, a major international airport serving the London metropolitan area in the United Kingdom.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc27dd030819083d34fee0c06612a completed March 8, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4331a82688190add137b1f68c955e completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b438135e8c81909c56e1c04499268b completed March 13, 2026, 4:15 p.m.
NED2 Entity disambiguation (via description) batch_69b4388a1ecc81908e1de9f8bcfc008d completed March 13, 2026, 4:17 p.m.
Created at: March 8, 2026, 3:23 p.m.