Triple

T13300095
Position Surface form Disambiguated ID Type / Status
Subject Jacksons International Airport E316787 entity
Predicate servesAsHubFor P423 FINISHED
Object PNG Air
PNG Air is a Papua New Guinean domestic and regional airline headquartered in Port Moresby, operating scheduled passenger and cargo services across the country and nearby regions.
 E1031914 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: PNG Air | Statement: [Jacksons International Airport, servesAsHubFor, PNG Air]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PNG Air
Context triple: [Jacksons International Airport, servesAsHubFor, PNG Air]
  • A. PNG
    PNG is the three-letter ISO 3166-1 alpha-3 country code representing Papua New Guinea.
  • B. PNG
    PNG (Portable Network Graphics) is a widely used raster image format known for its lossless compression and support for transparency, commonly used for web graphics and digital images.
  • C. PNGRFL
    PNGRFL is the national governing body responsible for organizing and overseeing rugby league in Papua New Guinea.
  • D. BPNG
    BPNG is the central bank of Papua New Guinea, responsible for issuing currency, formulating monetary policy, and overseeing the country’s financial system.
  • E. Phoenix Pictures
    Phoenix Pictures is an American film production company known for producing critically acclaimed movies such as "Black Swan" and "The Thin Red Line."
  • 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: PNG Air
Triple: [Jacksons International Airport, servesAsHubFor, PNG Air]
Generated description
PNG Air is a Papua New Guinean domestic and regional airline headquartered in Port Moresby, operating scheduled passenger and cargo services across the country and nearby regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PNG Air
Target entity description: PNG Air is a Papua New Guinean domestic and regional airline headquartered in Port Moresby, operating scheduled passenger and cargo services across the country and nearby regions.
  • A. PNG
    PNG is the three-letter ISO 3166-1 alpha-3 country code representing Papua New Guinea.
  • B. PNG
    PNG (Portable Network Graphics) is a widely used raster image format known for its lossless compression and support for transparency, commonly used for web graphics and digital images.
  • C. PNGRFL
    PNGRFL is the national governing body responsible for organizing and overseeing rugby league in Papua New Guinea.
  • D. BPNG
    BPNG is the central bank of Papua New Guinea, responsible for issuing currency, formulating monetary policy, and overseeing the country’s financial system.
  • E. Phoenix Pictures
    Phoenix Pictures is an American film production company known for producing critically acclaimed movies such as "Black Swan" and "The Thin Red Line."
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990a43ed88190a8dbbbd7d6d62dc4 completed April 11, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716df8c2c8190bd17b47848546271 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f7177f2270819098426a269032ea1c completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f71847e7308190ac6f59a7dcafa452 completed May 3, 2026, 9:41 a.m.
Created at: April 9, 2026, 9:28 p.m.