Triple
T3256627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Main Western railway line |
E68311
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Transport Asset Holding Entity
Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
|
E341300
|
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: Transport Asset Holding Entity | Statement: [Main Western railway line, owner, Transport Asset Holding Entity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Asset Holding Entity Context triple: [Main Western railway line, owner, Transport Asset Holding Entity]
-
A.
LOT Cargo
LOT Cargo is the air freight and cargo handling division of LOT Polish Airlines, providing logistics and cargo transport services on the carrier’s route network.
-
B.
PK Transport Systems
PK Transport Systems is a Russian manufacturer of trams and other urban rail vehicles used in public transportation networks such as Moscow’s.
-
C.
Midland Transport
Midland Transport is a Canadian trucking and logistics company that operates as part of the Irving family’s diversified business empire.
-
D.
RTA Marine transport system
The RTA Marine transport system is Dubai’s government-operated network of water-based public transit services, including water buses, abras, and water taxis, that connect key locations along the city’s waterways.
-
E.
İZULAŞ Transportation Services
İZULAŞ Transportation Services is a public transportation company operating bus and related transit services under the authority of the Izmir Metropolitan Municipality in Turkey.
- 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: Transport Asset Holding Entity Triple: [Main Western railway line, owner, Transport Asset Holding Entity]
Generated description
Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transport Asset Holding Entity Target entity description: Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
-
A.
LOT Cargo
LOT Cargo is the air freight and cargo handling division of LOT Polish Airlines, providing logistics and cargo transport services on the carrier’s route network.
-
B.
PK Transport Systems
PK Transport Systems is a Russian manufacturer of trams and other urban rail vehicles used in public transportation networks such as Moscow’s.
-
C.
Midland Transport
Midland Transport is a Canadian trucking and logistics company that operates as part of the Irving family’s diversified business empire.
-
D.
RTA Marine transport system
The RTA Marine transport system is Dubai’s government-operated network of water-based public transit services, including water buses, abras, and water taxis, that connect key locations along the city’s waterways.
-
E.
İZULAŞ Transportation Services
İZULAŞ Transportation Services is a public transportation company operating bus and related transit services under the authority of the Izmir Metropolitan Municipality in Turkey.
- 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_69ad858f74408190bcbd07f967cd7bd0 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf68b280819087c302d454490c03 |
completed | March 8, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ece1d1c81909bacadecea679a7f |
completed | March 12, 2026, 10 a.m. |
| NEDg | Description generation | batch_69b2904acf6881908fc4f1eb0e515b19 |
completed | March 12, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2a8b873b081909bbb5de329e45169 |
completed | March 12, 2026, 11:51 a.m. |
Created at: March 8, 2026, 3:09 p.m.