Triple

T4627841
Position Surface form Disambiguated ID Type / Status
Subject Toulon–Hyères Airport E101141 entity
Predicate ICAOcode P419 FINISHED
Object LFTH
LFTH is the ICAO airport code for Toulon–Hyères Airport, a regional airport serving the Toulon area in southeastern France.
 E457582 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: LFTH | Statement: [Toulon–Hyères Airport, ICAOcode, LFTH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LFTH
Context triple: [Toulon–Hyères Airport, ICAOcode, LFTH]
  • A. LF
    LF is the commonly used abbreviation for the Linux Foundation, a nonprofit organization that supports and promotes the development of the Linux kernel and other open-source software projects.
  • B. TLH
    TLH is the IATA airport code for Tallahassee International Airport, the primary commercial airport serving Florida’s state capital.
  • C. LFST
    LFST is the ICAO airport code for Strasbourg Airport, an international airport serving the city of Strasbourg in northeastern France.
  • D. LBF
    LBF is the IATA airport code for North Platte Regional Airport serving North Platte, Nebraska.
  • E. LIF
    LIF is the vehicle registration code for the town and district of Lichtenfels in the German state of Bavaria.
  • 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: LFTH
Triple: [Toulon–Hyères Airport, ICAOcode, LFTH]
Generated description
LFTH is the ICAO airport code for Toulon–Hyères Airport, a regional airport serving the Toulon area in southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LFTH
Target entity description: LFTH is the ICAO airport code for Toulon–Hyères Airport, a regional airport serving the Toulon area in southeastern France.
  • A. LF
    LF is the commonly used abbreviation for the Linux Foundation, a nonprofit organization that supports and promotes the development of the Linux kernel and other open-source software projects.
  • B. TLH
    TLH is the IATA airport code for Tallahassee International Airport, the primary commercial airport serving Florida’s state capital.
  • C. LFST
    LFST is the ICAO airport code for Strasbourg Airport, an international airport serving the city of Strasbourg in northeastern France.
  • D. LBF
    LBF is the IATA airport code for North Platte Regional Airport serving North Platte, Nebraska.
  • E. LIF
    LIF is the vehicle registration code for the town and district of Lichtenfels in the German state of Bavaria.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a2e9780819081add547c760abc9 completed March 20, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaafa6108190bad95e2a7e5a2ff8 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb56021081909b23d22770bf3c88 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbf15f1481908b76bcdd37ebd4ce completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:13 p.m.