Triple

T4526336
Position Surface form Disambiguated ID Type / Status
Subject Montpellier-Méditerranée Airport E106185 entity
Predicate belongsToNetwork P2830 FINISHED
Object French regional airports network
The French regional airports network is a collective system of smaller, non-hub airports across France that supports domestic and short-haul international air traffic, regional connectivity, and local economic development.
 E450063 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: French regional airports network | Statement: [Montpellier-Méditerranée Airport, belongsToNetwork, French regional airports network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: French regional airports network
Context triple: [Montpellier-Méditerranée Airport, belongsToNetwork, French regional airports network]
  • A. Poitiers–Biard Airport
    Poitiers–Biard Airport is a small regional airport in western France that serves the city of Poitiers with domestic and limited international flights.
  • B. Paris airport system
    The Paris airport system is the network of major international and domestic airports serving the Paris metropolitan area, primarily including Charles de Gaulle and Orly, which together form one of Europe’s busiest air transport hubs.
  • C. French autoroute network
    The French autoroute network is an extensive system of high-speed, limited-access toll motorways that forms the backbone of long-distance road travel across France and connects it with neighboring countries.
  • D. Clermont-Ferrand Auvergne Airport
    Clermont-Ferrand Auvergne Airport is a regional airport in central France serving the city of Clermont-Ferrand and the surrounding Auvergne region with domestic and limited international flights.
  • E. Beauvais–Tillé Airport
    Beauvais–Tillé Airport is a secondary international airport serving the Paris region, known primarily as a hub for low-cost carriers and budget flights.
  • 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: French regional airports network
Triple: [Montpellier-Méditerranée Airport, belongsToNetwork, French regional airports network]
Generated description
The French regional airports network is a collective system of smaller, non-hub airports across France that supports domestic and short-haul international air traffic, regional connectivity, and local economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: French regional airports network
Target entity description: The French regional airports network is a collective system of smaller, non-hub airports across France that supports domestic and short-haul international air traffic, regional connectivity, and local economic development.
  • A. Poitiers–Biard Airport
    Poitiers–Biard Airport is a small regional airport in western France that serves the city of Poitiers with domestic and limited international flights.
  • B. Paris airport system
    The Paris airport system is the network of major international and domestic airports serving the Paris metropolitan area, primarily including Charles de Gaulle and Orly, which together form one of Europe’s busiest air transport hubs.
  • C. French autoroute network
    The French autoroute network is an extensive system of high-speed, limited-access toll motorways that forms the backbone of long-distance road travel across France and connects it with neighboring countries.
  • D. Clermont-Ferrand Auvergne Airport
    Clermont-Ferrand Auvergne Airport is a regional airport in central France serving the city of Clermont-Ferrand and the surrounding Auvergne region with domestic and limited international flights.
  • E. Beauvais–Tillé Airport
    Beauvais–Tillé Airport is a secondary international airport serving the Paris region, known primarily as a hub for low-cost carriers and budget flights.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57760f4481908f69ce82be63d7f8 completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda44fcec48190a1430b4e74ec30fb completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda5b564648190ab2badb264910185 completed March 20, 2026, 7:53 p.m.
NED2 Entity disambiguation (via description) batch_69bda658568c8190bf97e4328e3799be completed March 20, 2026, 7:56 p.m.
Created at: March 20, 2026, 1:03 p.m.