Triple
T6068387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawthorn |
E135216
|
entity |
| Predicate | hasPublicTransport |
P1288
|
FINISHED |
| Object |
Auburn railway station
Auburn railway station is a suburban train station in Melbourne, Australia, serving the inner-eastern suburb of Hawthorn on the city’s rail network.
|
E567505
|
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: Auburn railway station | Statement: [Hawthorn, hasPublicTransport, Auburn railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auburn railway station Context triple: [Hawthorn, hasPublicTransport, Auburn railway station]
-
A.
Auburn Station
Auburn Station is a major commuter rail and bus transit hub in Auburn, Washington, serving regional Sounder trains and local and express bus routes.
-
B.
Winfield station
Winfield station is a commuter rail stop in Winfield, Illinois, served by Metra’s Union Pacific West Line in the Chicago metropolitan area.
-
C.
Brewster train station
Brewster train station is a Metro-North Railroad commuter rail stop in Brewster, New York, serving as a key transit hub for residents traveling to and from the New York City area.
-
D.
Pelham station
Pelham station is a commuter rail stop in Pelham, New York, on the Metro-North Railroad's New Haven Line.
-
E.
Sanford station
Sanford station is the Florida terminus of Amtrak’s Auto Train service, where passengers and their vehicles embark and disembark for the rail journey to and from Virginia.
- 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: Auburn railway station Triple: [Hawthorn, hasPublicTransport, Auburn railway station]
Generated description
Auburn railway station is a suburban train station in Melbourne, Australia, serving the inner-eastern suburb of Hawthorn on the city’s rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Auburn railway station Target entity description: Auburn railway station is a suburban train station in Melbourne, Australia, serving the inner-eastern suburb of Hawthorn on the city’s rail network.
-
A.
Auburn Station
Auburn Station is a major commuter rail and bus transit hub in Auburn, Washington, serving regional Sounder trains and local and express bus routes.
-
B.
Winfield station
Winfield station is a commuter rail stop in Winfield, Illinois, served by Metra’s Union Pacific West Line in the Chicago metropolitan area.
-
C.
Brewster train station
Brewster train station is a Metro-North Railroad commuter rail stop in Brewster, New York, serving as a key transit hub for residents traveling to and from the New York City area.
-
D.
Pelham station
Pelham station is a commuter rail stop in Pelham, New York, on the Metro-North Railroad's New Haven Line.
-
E.
Sanford station
Sanford station is the Florida terminus of Amtrak’s Auto Train service, where passengers and their vehicles embark and disembark for the rail journey to and from Virginia.
- 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_69c00879e8048190b690717d19c5bc03 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c057403a8081908b593472fcc0d699 |
completed | March 22, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d2f43a88190a7a6834a7624998d |
completed | March 23, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c11e72a25481908ca18e71d69ce449 |
completed | March 23, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1223a5800819097c34eabf968e87e |
completed | March 23, 2026, 11:21 a.m. |
Created at: March 22, 2026, 4:10 p.m.