Triple

T10703691
Position Surface form Disambiguated ID Type / Status
Subject BAN Lann-Bihoué E252344 entity
Predicate ICAOCode P419 FINISHED
Object LFRH
LFRH is the ICAO airport code for BAN Lann-Bihoué, a French naval air base near Lorient in Brittany.
E880305 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: LFRH | Statement: [BAN Lann-Bihoué, ICAOCode, LFRH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LFRH
Context triple: [BAN Lann-Bihoué, ICAOCode, LFRH]
  • A. LFRS
    LFRS is the ICAO airport code for Nantes Atlantique Airport, a major international airport serving the city of Nantes in western France.
  • B. LFRL
    LFRL is the ICAO airport code for the French naval air base at Lanvéoc-Poulmic in Brittany.
  • C. FLR
    FLR is the IATA airport code for Florence Airport, the main international airport serving Florence, Italy.
  • D. LFTH
    LFTH is the ICAO airport code for Toulon–Hyères Airport, a regional airport serving the Toulon area in southeastern France.
  • E. FRL
    FRL is the IATA airport code for Forlì International Airport in Forlì, Italy.
  • 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: LFRH
Triple: [BAN Lann-Bihoué, ICAOCode, LFRH]
Generated description
LFRH is the ICAO airport code for BAN Lann-Bihoué, a French naval air base near Lorient in Brittany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LFRH
Target entity description: LFRH is the ICAO airport code for BAN Lann-Bihoué, a French naval air base near Lorient in Brittany.
  • A. LFRS
    LFRS is the ICAO airport code for Nantes Atlantique Airport, a major international airport serving the city of Nantes in western France.
  • B. LFRL
    LFRL is the ICAO airport code for the French naval air base at Lanvéoc-Poulmic in Brittany.
  • C. FLR
    FLR is the IATA airport code for Florence Airport, the main international airport serving Florence, Italy.
  • D. LFTH
    LFTH is the ICAO airport code for Toulon–Hyères Airport, a regional airport serving the Toulon area in southeastern France.
  • E. FRL
    FRL is the IATA airport code for Forlì International Airport in Forlì, Italy.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fdddf258819097b9fd26d68cd2e4 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998f5cda081909932daa3c98f8b46 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8632688190b3746649a124ca09 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69da625a1e8c8190b282e7a70bb7c876 completed April 11, 2026, 3:01 p.m.
Created at: April 8, 2026, 9:12 p.m.