Triple

T16620586
Position Surface form Disambiguated ID Type / Status
Subject Grenoble Alpes–Isère Airport E403814 entity
Predicate ICAOcode P419 FINISHED
Object LFLS
LFLS is the ICAO airport code for Grenoble Alpes–Isère Airport, a regional airport serving the Grenoble area in southeastern France.
E1225000 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: LFLS | Statement: [Grenoble Alpes–Isère Airport, ICAOcode, LFLS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LFLS
Context triple: [Grenoble Alpes–Isère Airport, ICAOcode, LFLS]
  • A. LFLC
    LFLC is the ICAO airport code for Clermont-Ferrand Auvergne Airport in central France.
  • B. LFLI
    LFLI is the ICAO airport code for Annemasse Aerodrome, a small regional airfield serving the Annemasse area in southeastern France near the Swiss border.
  • C. LFLX
    LFLX is the ICAO airport code for Châteauroux-Centre "Marcel Dassault" Airport in central France, a facility known for cargo operations, aircraft maintenance, and pilot training.
  • D. LFSB
    LFSB is the ICAO airport code for EuroAirport Basel–Mulhouse–Freiburg, the international airport serving the tri-border region of France, Switzerland, and Germany.
  • E. FLS
    FLS is the station code for Flushing–Main Street, a major Long Island Rail Road terminal in Queens, New York City.
  • 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: LFLS
Triple: [Grenoble Alpes–Isère Airport, ICAOcode, LFLS]
Generated description
LFLS is the ICAO airport code for Grenoble Alpes–Isère Airport, a regional airport serving the Grenoble area in southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LFLS
Target entity description: LFLS is the ICAO airport code for Grenoble Alpes–Isère Airport, a regional airport serving the Grenoble area in southeastern France.
  • A. LFLC
    LFLC is the ICAO airport code for Clermont-Ferrand Auvergne Airport in central France.
  • B. LFLI
    LFLI is the ICAO airport code for Annemasse Aerodrome, a small regional airfield serving the Annemasse area in southeastern France near the Swiss border.
  • C. LFLX
    LFLX is the ICAO airport code for Châteauroux-Centre "Marcel Dassault" Airport in central France, a facility known for cargo operations, aircraft maintenance, and pilot training.
  • D. LFSB
    LFSB is the ICAO airport code for EuroAirport Basel–Mulhouse–Freiburg, the international airport serving the tri-border region of France, Switzerland, and Germany.
  • E. FLS
    FLS is the station code for Flushing–Main Street, a major Long Island Rail Road terminal in Queens, New York City.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754d6b4c81908eab5210c386ea15 completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db27f788190a3c57b7ea8a8a9c6 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007eaca31081909cc81e73af61f2f0 completed May 10, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_6a007fde282c81909c9e7b210dd6e715 completed May 10, 2026, 12:53 p.m.
Created at: April 10, 2026, 5:17 a.m.