Triple

T16058335
Position Surface form Disambiguated ID Type / Status
Subject MASwings E389539 entity
Predicate ICAOcode P419 FINISHED
Object MWG
MWG is the ICAO airline designator assigned to MASwings, a regional carrier based in Malaysia.
 E1191844 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: MWG | Statement: [MASwings, ICAOcode, MWG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MWG
Context triple: [MASwings, ICAOcode, MWG]
  • A. MGW
    MGW is the IATA airport code for Morgantown Municipal Airport, a regional airport serving Morgantown, West Virginia.
  • B. MW
    MW is the commonly used abbreviation for Metro Warszawskie, the company operating the Warsaw Metro system in Poland.
  • C. MW
    MW is the vehicle registration code used on license plates for cars registered in the District of Mittelsachsen in Germany.
  • D. MW
    MW is the two-letter ISO 3166-1 alpha-2 country code assigned to Malawi.
  • E. MW
    MW is the abbreviation for All-Polish Youth, a Polish nationalist youth organization known for its far-right, conservative activism.
  • 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: MWG
Triple: [MASwings, ICAOcode, MWG]
Generated description
MWG is the ICAO airline designator assigned to MASwings, a regional carrier based in Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MWG
Target entity description: MWG is the ICAO airline designator assigned to MASwings, a regional carrier based in Malaysia.
  • A. MGW
    MGW is the IATA airport code for Morgantown Municipal Airport, a regional airport serving Morgantown, West Virginia.
  • B. MW
    MW is the vehicle registration code used on license plates for cars registered in the District of Mittelsachsen in Germany.
  • C. MW
    MW is the commonly used abbreviation for Metro Warszawskie, the company operating the Warsaw Metro system in Poland.
  • D. MW
    MW is the two-letter ISO 3166-1 alpha-2 country code assigned to Malawi.
  • E. MW
    MW is the abbreviation for All-Polish Youth, a Polish nationalist youth organization known for its far-right, conservative activism.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1837634248190a99cc454ad1e99e0 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe678fc8190b36737a9cd29691c completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdd2e0c38819091a57098985fa19e completed May 10, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ffde20bd488190a06cedf311e37c80 completed May 10, 2026, 1:23 a.m.
Created at: April 10, 2026, 4:57 a.m.