Triple

T8393376
Position Surface form Disambiguated ID Type / Status
Subject Grand Forks International Airport E197995 entity
Predicate ICAOcode P419 FINISHED
Object KGFK
KGFK is the ICAO airport code for Grand Forks International Airport in Grand Forks, North Dakota, a regional hub serving commercial, general aviation, and flight training operations.
 E730949 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: KGFK | Statement: [Grand Forks International Airport, ICAOcode, KGFK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KGFK
Context triple: [Grand Forks International Airport, ICAOcode, KGFK]
  • A. GFKZ
    GFKZ is the radio call sign assigned to the British Royal Research Ship (RRS) Charles Darwin, an oceanographic research vessel.
  • B. FKG
    FKG is the National Rail station code for Falkirk Grahamston railway station in Falkirk, Scotland.
  • C. FKP
    FKP is the ISO 4217 currency code for the Falkland Islands pound, the official currency of the Falkland Islands.
  • D. KGaA
    KGaA is a German corporate legal form (Kommanditgesellschaft auf Aktien) that combines features of a joint-stock company and a limited partnership.
  • E. CGK
    CGK is the IATA airport code for Soekarno–Hatta International Airport, the main international gateway serving Jakarta, Indonesia.
  • 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: KGFK
Triple: [Grand Forks International Airport, ICAOcode, KGFK]
Generated description
KGFK is the ICAO airport code for Grand Forks International Airport in Grand Forks, North Dakota, a regional hub serving commercial, general aviation, and flight training operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KGFK
Target entity description: KGFK is the ICAO airport code for Grand Forks International Airport in Grand Forks, North Dakota, a regional hub serving commercial, general aviation, and flight training operations.
  • A. GFKZ
    GFKZ is the radio call sign assigned to the British Royal Research Ship (RRS) Charles Darwin, an oceanographic research vessel.
  • B. FKG
    FKG is the National Rail station code for Falkirk Grahamston railway station in Falkirk, Scotland.
  • C. FKP
    FKP is the ISO 4217 currency code for the Falkland Islands pound, the official currency of the Falkland Islands.
  • D. KGaA
    KGaA is a German corporate legal form (Kommanditgesellschaft auf Aktien) that combines features of a joint-stock company and a limited partnership.
  • E. CGK
    CGK is the IATA airport code for Soekarno–Hatta International Airport, the main international gateway serving Jakarta, Indonesia.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8184788081909e9857afff629985 completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde856a6548190b46e0d8e5cda381b completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:03 p.m.