Triple
T14978015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salzkammergut railway |
E373502
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Attnang-Puchheim
Attnang-Puchheim is a town and important railway junction in Upper Austria, serving as a key gateway to the Salzkammergut region.
|
E1202578
|
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 | Statement: [Salzkammergut railway, connects, Attnang-Puchheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Attnang-Puchheim Context triple: [Salzkammergut railway, connects, Attnang-Puchheim]
-
A.
Puchheim
Puchheim is a small town in Upper Bavaria, Germany, situated near Munich and known as a residential and commuter community.
-
B.
Pfeffenhausen
Pfeffenhausen is a market town in Lower Bavaria, Germany, known for its rural character and location within the Landshut district.
-
C.
Landsberg am Lech
Landsberg am Lech is a historic Bavarian town in southern Germany known for its medieval old town, picturesque setting on the Lech River, and its association with the nearby Landsberg Prison.
-
D.
Bayerisch Gmain
Bayerisch Gmain is a small spa and resort municipality in southeastern Bavaria, Germany, near the Austrian border in the Alps.
-
E.
Ranshofen
Ranshofen is a district of the town of Braunau am Inn in Upper Austria, known historically for its industrial facilities and its location near the German border.
- 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 Triple: [Salzkammergut railway, connects, Attnang-Puchheim]
Generated description
Attnang-Puchheim is a town and important railway junction in Upper Austria, serving as a key gateway to the Salzkammergut region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Attnang-Puchheim Target entity description: Attnang-Puchheim is a town and important railway junction in Upper Austria, serving as a key gateway to the Salzkammergut region.
-
A.
Puchheim
Puchheim is a small town in Upper Bavaria, Germany, situated near Munich and known as a residential and commuter community.
-
B.
Pfeffenhausen
Pfeffenhausen is a market town in Lower Bavaria, Germany, known for its rural character and location within the Landshut district.
-
C.
Landsberg am Lech
Landsberg am Lech is a historic Bavarian town in southern Germany known for its medieval old town, picturesque setting on the Lech River, and its association with the nearby Landsberg Prison.
-
D.
Bayerisch Gmain
Bayerisch Gmain is a small spa and resort municipality in southeastern Bavaria, Germany, near the Austrian border in the Alps.
-
E.
Ranshofen
Ranshofen is a district of the town of Braunau am Inn in Upper Austria, known historically for its industrial facilities and its location near the German border.
- 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_6a000ebe275c819094473d37cf33c7d0 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a000fbc8374819089ea5ecf06339d0c |
completed | May 10, 2026, 4:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001057f9088190925492033bcd4c8d |
completed | May 10, 2026, 4:58 a.m. |
Created at: April 10, 2026, 2:51 a.m.