Triple

T22049252
Position Surface form Disambiguated ID Type / Status
Subject Kruger Mpumalanga International Airport E544839 entity
Predicate IATAcode P418 FINISHED
Object MQP
MQP is the IATA airport code for Kruger Mpumalanga International Airport, a gateway to South Africa’s Kruger National Park region.
 E1515652 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: MQP | Statement: [Kruger Mpumalanga International Airport, IATAcode, MQP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MQP
Context triple: [Kruger Mpumalanga International Airport, IATAcode, MQP]
  • A. QMP
    QMP (QEMU Machine Protocol) is a JSON-based control protocol that allows external programs to monitor and manage QEMU virtual machines programmatically.
  • B. MSQ
    MSQ is the IATA airport code for Minsk National Airport, the main international airport serving Minsk, Belarus.
  • C. MQN
    MQN is the IATA airport code for Mo i Rana Airport, Røssvoll, a regional airport in Norway.
  • D. MQD
    MQD is the station code for Metro Miguel Ángel de Quevedo, a stop on Mexico City’s metro system.
  • E. MQT
    MQT is the IATA airport code for Sawyer International Airport, a public airport serving the Marquette, Michigan area in the United States.
  • 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: MQP
Triple: [Kruger Mpumalanga International Airport, IATAcode, MQP]
Generated description
MQP is the IATA airport code for Kruger Mpumalanga International Airport, a gateway to South Africa’s Kruger National Park region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MQP
Target entity description: MQP is the IATA airport code for Kruger Mpumalanga International Airport, a gateway to South Africa’s Kruger National Park region.
  • A. QMP
    QMP (QEMU Machine Protocol) is a JSON-based control protocol that allows external programs to monitor and manage QEMU virtual machines programmatically.
  • B. MSQ
    MSQ is the IATA airport code for Minsk National Airport, the main international airport serving Minsk, Belarus.
  • C. MQN
    MQN is the IATA airport code for Mo i Rana Airport, Røssvoll, a regional airport in Norway.
  • D. MQD
    MQD is the station code for Metro Miguel Ángel de Quevedo, a stop on Mexico City’s metro system.
  • E. MQT
    MQT is the IATA airport code for Sawyer International Airport, a public airport serving the Marquette, Michigan area in the United States.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1283191e48190b4ddc84138243327 completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b79594c8190b66439167d7a3cbd completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7cb2b0c88190930290efe1d8371a completed May 18, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7e131ae48190a564a86d3d691e1a completed May 18, 2026, 2:48 a.m.
Created at: April 16, 2026, 8:26 p.m.