Triple

T10319062
Position Surface form Disambiguated ID Type / Status
Subject Nursultan Nazarbayev International Airport E242093 entity
Predicate IATAcode P418 FINISHED
Object NQZ
NQZ is the IATA airport code for Nursultan Nazarbayev International Airport, the main international airport serving Astana, the capital of Kazakhstan.
 E855171 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: NQZ | Statement: [Nursultan Nazarbayev International Airport, IATAcode, NQZ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NQZ
Context triple: [Nursultan Nazarbayev International Airport, IATAcode, NQZ]
  • A. NQ
    NQ is the station code for North Quincy, a Massachusetts Bay Transportation Authority (MBTA) Red Line rapid transit station in Quincy, Massachusetts.
  • B. NQY
    NQY is the IATA airport code for Cornwall Airport Newquay, a regional airport in Cornwall, England that also serves as Spaceport Cornwall.
  • C. NRQZ
    NRQZ is a large protected region in the eastern United States where radio transmissions are heavily restricted to minimize interference with sensitive radio astronomy and communications research facilities.
  • D. NQX
    NQX is a high-assurance network encryption and secure communications solution developed by SSH Communications Security for protecting critical data in transit.
  • E. ZQN
    ZQN is the IATA airport code for Queenstown Airport, the main air gateway to the resort town of Queenstown in New Zealand.
  • 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: NQZ
Triple: [Nursultan Nazarbayev International Airport, IATAcode, NQZ]
Generated description
NQZ is the IATA airport code for Nursultan Nazarbayev International Airport, the main international airport serving Astana, the capital of Kazakhstan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NQZ
Target entity description: NQZ is the IATA airport code for Nursultan Nazarbayev International Airport, the main international airport serving Astana, the capital of Kazakhstan.
  • A. NQ
    NQ is the station code for North Quincy, a Massachusetts Bay Transportation Authority (MBTA) Red Line rapid transit station in Quincy, Massachusetts.
  • B. NQY
    NQY is the IATA airport code for Cornwall Airport Newquay, a regional airport in Cornwall, England that also serves as Spaceport Cornwall.
  • C. NRQZ
    NRQZ is a large protected region in the eastern United States where radio transmissions are heavily restricted to minimize interference with sensitive radio astronomy and communications research facilities.
  • D. NQX
    NQX is a high-assurance network encryption and secure communications solution developed by SSH Communications Security for protecting critical data in transit.
  • E. ZQN
    ZQN is the IATA airport code for Queenstown Airport, the main air gateway to the resort town of Queenstown in New Zealand.
  • 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d6ca62b48190844b4cbf55d53a43 completed April 7, 2026, 10:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d94aba48190aa40201d46f7ba2f completed April 9, 2026, 3:31 a.m.
NEDg Description generation batch_69d7318755b881908e9ea4f1dfcf7da2 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d73285e0688190a98708477527bbee completed April 9, 2026, 5 a.m.
Created at: April 6, 2026, 11:49 a.m.