Triple
T14977984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ischl railway station |
E373501
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Attnang-Puchheim railway station
Attnang-Puchheim railway station is a key rail junction in Upper Austria, serving as an important interchange between regional lines such as the Salzkammergut railway and major national and international routes.
|
E1131695
|
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: Attnang-Puchheim railway station | Statement: [Bad Ischl railway station, connectsTo, Attnang-Puchheim railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Attnang-Puchheim railway station Context triple: [Bad Ischl railway station, connectsTo, Attnang-Puchheim railway station]
-
A.
Rosenheim station
Rosenheim station is a major railway hub in the Bavarian town of Rosenheim, Germany, serving regional and long-distance passenger services on several important rail routes.
-
B.
Traunstein station
Traunstein station is a regional railway station in the Bavarian town of Traunstein, Germany, serving as a local transport hub on important routes in southeastern Bavaria.
-
C.
Eggenfelden station
Eggenfelden station is a regional railway station in the town of Eggenfelden in Bavaria, Germany, serving local passenger rail services.
-
D.
Nürnberg-Steinbühl station
Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
-
E.
Neu-Ulm station
Neu-Ulm station is a railway station in the Bavarian town of Neu-Ulm, Germany, serving regional and local train services on routes including those connecting to nearby Ulm.
- 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: Attnang-Puchheim railway station Triple: [Bad Ischl railway station, connectsTo, Attnang-Puchheim railway station]
Generated description
Attnang-Puchheim railway station is a key rail junction in Upper Austria, serving as an important interchange between regional lines such as the Salzkammergut railway and major national and international routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Attnang-Puchheim railway station Target entity description: Attnang-Puchheim railway station is a key rail junction in Upper Austria, serving as an important interchange between regional lines such as the Salzkammergut railway and major national and international routes.
-
A.
Rosenheim station
Rosenheim station is a major railway hub in the Bavarian town of Rosenheim, Germany, serving regional and long-distance passenger services on several important rail routes.
-
B.
Traunstein station
Traunstein station is a regional railway station in the Bavarian town of Traunstein, Germany, serving as a local transport hub on important routes in southeastern Bavaria.
-
C.
Eggenfelden station
Eggenfelden station is a regional railway station in the town of Eggenfelden in Bavaria, Germany, serving local passenger rail services.
-
D.
Nürnberg-Steinbühl station
Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
-
E.
Neu-Ulm station
Neu-Ulm station is a railway station in the Bavarian town of Neu-Ulm, Germany, serving regional and local train services on routes including those connecting to nearby Ulm.
- 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_69d85ccbbcd48190acb56e7cf104d8ad |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6fbd138819092254ea37388026c |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9694aa688190bbecb645c49e795e |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe99553b3c8190b6bf3e133a2772fa |
completed | May 9, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe99a856e48190a44548d756737164 |
completed | May 9, 2026, 2:19 a.m. |
Created at: April 10, 2026, 2:51 a.m.