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.