Triple

T9648319
Position Surface form Disambiguated ID Type / Status
Subject Manila–Melbourne E233265 entity
Predicate isPartOf P10 FINISHED
Object Philippines–Australia air transport links
Philippines–Australia air transport links are the network of commercial flight routes and services connecting cities in the Philippines with destinations across Australia for passenger and cargo travel.
E233265 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: Philippines–Australia air transport links | Statement: [Manila–Melbourne, isPartOf, Philippines–Australia air transport links]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippines–Australia air transport links
Context triple: [Manila–Melbourne, isPartOf, Philippines–Australia air transport links]
  • A. Japan–Philippines air travel market
    The Japan–Philippines air travel market is the international aviation corridor connecting Japanese and Philippine cities, characterized by strong tourism, business, and migrant traffic demand.
  • B. Japan–Philippines air services agreement
    The Japan–Philippines air services agreement is a bilateral aviation treaty that governs commercial air traffic rights, routes, and operational conditions between Japan and the Philippines.
  • C. Manila–Singapore
    Manila–Singapore is an international flight route connecting the capital of the Philippines with the city-state of Singapore, serving as a major link for business and tourism in Southeast Asia.
  • D. Manila–Melbourne
    Manila–Melbourne is an international air route linking the capital of the Philippines with a major Australian city, serving as an important corridor for travel, business, and tourism between the two countries.
  • E. Philippine Nautical Highway System
    The Philippine Nautical Highway System is an integrated network of highways and roll-on/roll-off ferry routes that connects the major islands of the Philippines to facilitate more efficient transport of people, goods, and vehicles.
  • 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: Philippines–Australia air transport links
Triple: [Manila–Melbourne, isPartOf, Philippines–Australia air transport links]
Generated description
Philippines–Australia air transport links are the network of commercial flight routes and services connecting cities in the Philippines with destinations across Australia for passenger and cargo travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippines–Australia air transport links
Target entity description: Philippines–Australia air transport links are the network of commercial flight routes and services connecting cities in the Philippines with destinations across Australia for passenger and cargo travel.
  • A. Japan–Philippines air travel market
    The Japan–Philippines air travel market is the international aviation corridor connecting Japanese and Philippine cities, characterized by strong tourism, business, and migrant traffic demand.
  • B. Japan–Philippines air services agreement
    The Japan–Philippines air services agreement is a bilateral aviation treaty that governs commercial air traffic rights, routes, and operational conditions between Japan and the Philippines.
  • C. Manila–Singapore
    Manila–Singapore is an international flight route connecting the capital of the Philippines with the city-state of Singapore, serving as a major link for business and tourism in Southeast Asia.
  • D. Manila–Melbourne chosen
    Manila–Melbourne is an international air route linking the capital of the Philippines with a major Australian city, serving as an important corridor for travel, business, and tourism between the two countries.
  • E. Philippine Nautical Highway System
    The Philippine Nautical Highway System is an integrated network of highways and roll-on/roll-off ferry routes that connects the major islands of the Philippines to facilitate more efficient transport of people, goods, and vehicles.
  • F. None of above.

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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9bac55b48190ab2a8f9bb83c951e completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18262dc50819089cfc17c770a1a90 completed April 4, 2026, 9:28 p.m.
NEDg Description generation batch_69d183452244819080de72fda8e14e67 completed April 4, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69d183d506b881909375aadaaa616386 completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:13 p.m.