Triple

T2646070
Position Surface form Disambiguated ID Type / Status
Subject Adnan Menderes Airport E62986 entity
Predicate operator P179 FINISHED
Object TAV Airports Holding
TAV Airports Holding is a Turkish airport operating company that manages and develops a network of airports primarily in Turkey and other countries.
 E285091 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: TAV Airports Holding | Statement: [Adnan Menderes Airport, operator, TAV Airports Holding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TAV Airports Holding
Context triple: [Adnan Menderes Airport, operator, TAV Airports Holding]
  • A. Turkish Airlines
    Turkish Airlines is the national flag carrier airline of Turkey, operating an extensive global network of passenger and cargo flights across Europe, Asia, Africa, and the Americas.
  • B. Dubai Airports Company
    Dubai Airports Company is the government-owned operator of Dubai’s major airports, overseeing their management, development, and international aviation events.
  • C. Pegasus Airlines
    Pegasus Airlines is a Turkish low-cost carrier based in Istanbul that operates an extensive network of domestic and international flights across Europe, the Middle East, and beyond.
  • D. VINCI Airports
    VINCI Airports is a major global airport operator that manages and develops a large network of airports across multiple countries.
  • E. Riyadh Airports Company
    Riyadh Airports Company is a Saudi aviation management firm responsible for operating and developing major airports in Riyadh, including King Khalid International Airport.
  • 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: TAV Airports Holding
Triple: [Adnan Menderes Airport, operator, TAV Airports Holding]
Generated description
TAV Airports Holding is a Turkish airport operating company that manages and develops a network of airports primarily in Turkey and other countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TAV Airports Holding
Target entity description: TAV Airports Holding is a Turkish airport operating company that manages and develops a network of airports primarily in Turkey and other countries.
  • A. Turkish Airlines
    Turkish Airlines is the national flag carrier airline of Turkey, operating an extensive global network of passenger and cargo flights across Europe, Asia, Africa, and the Americas.
  • B. Dubai Airports Company
    Dubai Airports Company is the government-owned operator of Dubai’s major airports, overseeing their management, development, and international aviation events.
  • C. Pegasus Airlines
    Pegasus Airlines is a Turkish low-cost carrier based in Istanbul that operates an extensive network of domestic and international flights across Europe, the Middle East, and beyond.
  • D. VINCI Airports
    VINCI Airports is a major global airport operator that manages and develops a large network of airports across multiple countries.
  • E. Riyadh Airports Company
    Riyadh Airports Company is a Saudi aviation management firm responsible for operating and developing major airports in Riyadh, including King Khalid International Airport.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd91846b4819093a063c15e1ee6af completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c721b08190b380d3625126cb55 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af996e93f08190ac4b8faa64fb0550 completed March 10, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69af99d58744819098633b2b51f7943e completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.