Triple
T10193077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princes Bridge |
E238086
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Melbourne central business district transport network
The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
|
E629972
|
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: Melbourne central business district transport network | Statement: [Princes Bridge, partOf, Melbourne central business district transport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melbourne central business district transport network Context triple: [Princes Bridge, partOf, Melbourne central business district transport network]
-
A.
Melbourne public transport network
The Melbourne public transport network is an integrated system of trains, trams, and buses that provides metropolitan and suburban transit across Greater Melbourne, Australia.
-
B.
Melbourne metropolitan road network
The Melbourne metropolitan road network is the integrated system of freeways, arterial roads, and local streets that facilitates vehicular movement across Greater Melbourne and connects the city to its surrounding regions.
-
C.
Melbourne shared path network
The Melbourne shared path network is an interconnected system of off-road and on-road cycling and walking routes across Melbourne that links major trails, parks, waterways, and suburbs for recreation and commuting.
-
D.
Melbourne suburban rail network
The Melbourne suburban rail network is an extensive metropolitan train system that connects central Melbourne with its surrounding suburbs through multiple electrified lines and key interchange stations.
-
E.
Melbourne tram network
The Melbourne tram network is an extensive electric tram system that serves as a key component of public transport across Melbourne, Australia, and is one of the largest tram networks in the world.
- 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: Melbourne central business district transport network Triple: [Princes Bridge, partOf, Melbourne central business district transport network]
Generated description
The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melbourne central business district transport network Target entity description: The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
-
A.
Melbourne public transport network
chosen
The Melbourne public transport network is an integrated system of trains, trams, and buses that provides metropolitan and suburban transit across Greater Melbourne, Australia.
-
B.
Melbourne metropolitan road network
The Melbourne metropolitan road network is the integrated system of freeways, arterial roads, and local streets that facilitates vehicular movement across Greater Melbourne and connects the city to its surrounding regions.
-
C.
Melbourne shared path network
The Melbourne shared path network is an interconnected system of off-road and on-road cycling and walking routes across Melbourne that links major trails, parks, waterways, and suburbs for recreation and commuting.
-
D.
Melbourne suburban rail network
The Melbourne suburban rail network is an extensive metropolitan train system that connects central Melbourne with its surrounding suburbs through multiple electrified lines and key interchange stations.
-
E.
Melbourne tram network
The Melbourne tram network is an extensive electric tram system that serves as a key component of public transport across Melbourne, Australia, and is one of the largest tram networks in the world.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc675008190b8248325f5a208bf |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317ca2cf481909cf715ef9248be3c |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d3188886908190ba0a5539ce942980 |
completed | April 6, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d31c4fb8288190bbc6b3d4a79dafb1 |
completed | April 6, 2026, 2:37 a.m. |
Created at: March 30, 2026, 9:13 p.m.