Triple
T14131641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rosenheim–Mühldorf railway |
E350180
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Mühldorf (Oberbayern) station
Mühldorf (Oberbayern) station is a regional railway hub in Mühldorf am Inn, Bavaria, serving as an important junction for multiple lines in southeastern Germany.
|
E1083019
|
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: Mühldorf (Oberbayern) station | Statement: [Rosenheim–Mühldorf railway, hasRailwayStation, Mühldorf (Oberbayern) station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mühldorf (Oberbayern) station Context triple: [Rosenheim–Mühldorf railway, hasRailwayStation, Mühldorf (Oberbayern) station]
-
A.
Vilshofen (Niederbayern) station
Vilshofen (Niederbayern) station is a regional railway station in the Bavarian town of Vilshofen an der Donau, Germany, serving as a local transport hub in Lower Bavaria.
-
B.
Weiden (Oberpfalz) station
Weiden (Oberpfalz) station is a regional railway station in the Bavarian town of Weiden in der Oberpfalz, Germany, serving as a local transport hub for passenger rail services in the Upper Palatinate region.
-
C.
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.
-
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.
Nürnberg Röthenbach station
Nürnberg Röthenbach station is an underground Nuremberg U-Bahn station in the southwest of the city serving as a key public transport hub for the surrounding residential and commercial areas.
- 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: Mühldorf (Oberbayern) station Triple: [Rosenheim–Mühldorf railway, hasRailwayStation, Mühldorf (Oberbayern) station]
Generated description
Mühldorf (Oberbayern) station is a regional railway hub in Mühldorf am Inn, Bavaria, serving as an important junction for multiple lines in southeastern Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mühldorf (Oberbayern) station Target entity description: Mühldorf (Oberbayern) station is a regional railway hub in Mühldorf am Inn, Bavaria, serving as an important junction for multiple lines in southeastern Germany.
-
A.
Vilshofen (Niederbayern) station
Vilshofen (Niederbayern) station is a regional railway station in the Bavarian town of Vilshofen an der Donau, Germany, serving as a local transport hub in Lower Bavaria.
-
B.
Weiden (Oberpfalz) station
Weiden (Oberpfalz) station is a regional railway station in the Bavarian town of Weiden in der Oberpfalz, Germany, serving as a local transport hub for passenger rail services in the Upper Palatinate region.
-
C.
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.
-
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.
Nürnberg Röthenbach station
Nürnberg Röthenbach station is an underground Nuremberg U-Bahn station in the southwest of the city serving as a key public transport hub for the surrounding residential and commercial areas.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de610cece88190b4a86500677e5938 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7e485fc8190aad0cce445aaec1a |
completed | May 7, 2026, 8:36 p.m. |
| NEDg | Description generation | batch_69fcfc4571f88190a7ddca8aac0951a8 |
completed | May 7, 2026, 8:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcfca211d88190a3186a1e65c39b98 |
completed | May 7, 2026, 8:57 p.m. |
Created at: April 9, 2026, 11:16 p.m.