Triple

T7634420
Position Surface form Disambiguated ID Type / Status
Subject Ljubljana Jože Pučnik Airport E172837 entity
Predicate owner P347 FINISHED
Object Fraport AG (majority through subsidiary)
Fraport AG is a German transport company best known for operating Frankfurt Airport and managing airports and related services worldwide.
E431101 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: Fraport AG (majority through subsidiary) | Statement: [Ljubljana Jože Pučnik Airport, owner, Fraport AG (majority through subsidiary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fraport AG (majority through subsidiary)
Context triple: [Ljubljana Jože Pučnik Airport, owner, Fraport AG (majority through subsidiary)]
  • A. Fraport Greece
    Fraport Greece is a subsidiary of the German airport operator Fraport AG responsible for managing and developing a portfolio of regional airports across Greece.
  • B. Aerostar Airport Holdings
    Aerostar Airport Holdings is a private company that manages and operates airport facilities, most notably Puerto Rico’s Luis Muñoz Marín International Airport, under a long-term public-private partnership.
  • C. Vantage Airport Group
    Vantage Airport Group is a global airport management and development company that operates and invests in airports and related infrastructure projects around the world.
  • D. Capital Airport Group
    Capital Airport Group is an Australian private airport investment and management company best known for owning and operating Canberra Airport.
  • E. Sabre Holdings
    Sabre Holdings is a major travel technology and global distribution systems company that provides software and services to airlines, hotels, and travel agencies worldwide.
  • 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: Fraport AG (majority through subsidiary)
Triple: [Ljubljana Jože Pučnik Airport, owner, Fraport AG (majority through subsidiary)]
Generated description
Fraport AG is a German transport company best known for operating Frankfurt Airport and managing airports and related services worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fraport AG (majority through subsidiary)
Target entity description: Fraport AG is a German transport company best known for operating Frankfurt Airport and managing airports and related services worldwide.
  • A. Fraport Greece chosen
    Fraport Greece is a subsidiary of the German airport operator Fraport AG responsible for managing and developing a portfolio of regional airports across Greece.
  • B. Aerostar Airport Holdings
    Aerostar Airport Holdings is a private company that manages and operates airport facilities, most notably Puerto Rico’s Luis Muñoz Marín International Airport, under a long-term public-private partnership.
  • C. Vantage Airport Group
    Vantage Airport Group is a global airport management and development company that operates and invests in airports and related infrastructure projects around the world.
  • D. Capital Airport Group
    Capital Airport Group is an Australian private airport investment and management company best known for owning and operating Canberra Airport.
  • E. Sabre Holdings
    Sabre Holdings is a major travel technology and global distribution systems company that provides software and services to airlines, hotels, and travel agencies worldwide.
  • F. None of above.

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_69c69952849881908fdcea7a93bfc307 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faa72f2881908479049dd8d181a4 completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870be4e18819089781c7493dea13b completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c87573c220819089e4f10f48669145 completed March 29, 2026, 12:42 a.m.
NED2 Entity disambiguation (via description) batch_69c875e583708190b6d94d915b3461cb completed March 29, 2026, 12:44 a.m.
Created at: March 27, 2026, 3:57 p.m.