Triple
T14591646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Logan City |
E342460
|
entity |
| Predicate | hasTransportCorridor |
P3034
|
FINISHED |
| Object |
Beenleigh railway line
The Beenleigh railway line is a suburban rail corridor in South East Queensland, Australia, connecting Brisbane with the growing residential and commercial areas of Logan City and Beenleigh.
|
E872505
|
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: Beenleigh railway line | Statement: [Logan City, hasTransportCorridor, Beenleigh railway line]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beenleigh railway line Context triple: [Logan City, hasTransportCorridor, Beenleigh railway line]
-
A.
Gawler railway line
The Gawler railway line is a suburban rail corridor in Adelaide, South Australia, connecting the city centre with northern suburbs including Elizabeth and the town of Gawler.
-
B.
Geelong railway line
The Geelong railway line is a major regional rail corridor in Victoria, Australia, connecting Melbourne with the city of Geelong and serving as a key commuter and intercity route.
-
C.
Beenleigh line services
Beenleigh line services are suburban passenger train services operating on the Beenleigh railway line within Brisbane’s Queensland Rail network.
-
D.
Gembrook railway line
The Gembrook railway line was a historic narrow-gauge branch of Melbourne’s suburban rail network that once ran through the Dandenong Ranges to the rural township of Gembrook, much of which now operates as the heritage Puffing Billy Railway.
-
E.
South Coast railway line
The South Coast railway line is a major New South Wales rail corridor running south from Sydney through coastal suburbs and towns to its terminus at Bomaderry.
- 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: Beenleigh railway line Triple: [Logan City, hasTransportCorridor, Beenleigh railway line]
Generated description
The Beenleigh railway line is a suburban rail corridor in South East Queensland, Australia, connecting Brisbane with the growing residential and commercial areas of Logan City and Beenleigh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beenleigh railway line Target entity description: The Beenleigh railway line is a suburban rail corridor in South East Queensland, Australia, connecting Brisbane with the growing residential and commercial areas of Logan City and Beenleigh.
-
A.
Gawler railway line
The Gawler railway line is a suburban rail corridor in Adelaide, South Australia, connecting the city centre with northern suburbs including Elizabeth and the town of Gawler.
-
B.
Geelong railway line
The Geelong railway line is a major regional rail corridor in Victoria, Australia, connecting Melbourne with the city of Geelong and serving as a key commuter and intercity route.
-
C.
Beenleigh line services
chosen
Beenleigh line services are suburban passenger train services operating on the Beenleigh railway line within Brisbane’s Queensland Rail network.
-
D.
Gembrook railway line
The Gembrook railway line was a historic narrow-gauge branch of Melbourne’s suburban rail network that once ran through the Dandenong Ranges to the rural township of Gembrook, much of which now operates as the heritage Puffing Billy Railway.
-
E.
South Coast railway line
The South Coast railway line is a major New South Wales rail corridor running south from Sydney through coastal suburbs and towns to its terminus at Bomaderry.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4249af08190962009741d1f7d41 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94c36bb881909af16aa1df1766f8 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd9ab12c38819081772da28b5fe7da |
completed | May 8, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd9bb4dba08190b2ed507a47462b34 |
completed | May 8, 2026, 8:15 a.m. |
Created at: April 10, 2026, 1:24 a.m.