Triple
T17861213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berger Straße |
E446074
|
entity |
| Predicate | hasPublicTransportStop |
P15438
|
FINISHED |
| Object |
Bornheim Mitte tram and bus stops
Bornheim Mitte tram and bus stops is a public transport hub in Frankfurt’s Bornheim district, serving as a key interchange point for local tram and bus lines.
|
E1292705
|
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: Bornheim Mitte tram and bus stops | Statement: [Berger Straße, hasPublicTransportStop, Bornheim Mitte tram and bus stops]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bornheim Mitte tram and bus stops Context triple: [Berger Straße, hasPublicTransportStop, Bornheim Mitte tram and bus stops]
-
A.
Schwamendingerplatz tram stop
Schwamendingerplatz tram stop is a public transport stop in the Schwamendingen district of Zürich, Switzerland, served by multiple lines of the Zürich tram network.
-
B.
Heussallee/Museumsmeile tram stop
Heussallee/Museumsmeile tram stop is a light rail station in Bonn, Germany, serving the city’s museum district and major federal and conference buildings.
-
C.
Bern Bundesplatz tram stop
Bern Bundesplatz tram stop is a central public transport stop in Bern, Switzerland, serving tram lines near the Federal Palace and the city’s main governmental district.
-
D.
Escher-Wyss-Platz tram stop
Escher-Wyss-Platz tram stop is a major public transport interchange in Zürich’s Escher Wyss district, serving multiple tram lines and connecting the industrial and emerging creative areas of the city.
-
E.
Marzahn tram depot
Marzahn tram depot is a major maintenance and operations facility serving the Berlin tram network in the Marzahn district of Berlin, Germany.
- 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: Bornheim Mitte tram and bus stops Triple: [Berger Straße, hasPublicTransportStop, Bornheim Mitte tram and bus stops]
Generated description
Bornheim Mitte tram and bus stops is a public transport hub in Frankfurt’s Bornheim district, serving as a key interchange point for local tram and bus lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bornheim Mitte tram and bus stops Target entity description: Bornheim Mitte tram and bus stops is a public transport hub in Frankfurt’s Bornheim district, serving as a key interchange point for local tram and bus lines.
-
A.
Schwamendingerplatz tram stop
Schwamendingerplatz tram stop is a public transport stop in the Schwamendingen district of Zürich, Switzerland, served by multiple lines of the Zürich tram network.
-
B.
Heussallee/Museumsmeile tram stop
Heussallee/Museumsmeile tram stop is a light rail station in Bonn, Germany, serving the city’s museum district and major federal and conference buildings.
-
C.
Bern Bundesplatz tram stop
Bern Bundesplatz tram stop is a central public transport stop in Bern, Switzerland, serving tram lines near the Federal Palace and the city’s main governmental district.
-
D.
Escher-Wyss-Platz tram stop
Escher-Wyss-Platz tram stop is a major public transport interchange in Zürich’s Escher Wyss district, serving multiple tram lines and connecting the industrial and emerging creative areas of the city.
-
E.
Marzahn tram depot
Marzahn tram depot is a major maintenance and operations facility serving the Berlin tram network in the Marzahn district of Berlin, Germany.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4979013dc8190beb7718f0ba92bc3 |
completed | April 19, 2026, 8:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c663f88819088c3c7e40e905156 |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030e9b5dcc81908ef4fd02bd8e6749 |
completed | May 12, 2026, 11:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030ef815888190a1cdbea7f79d9be5 |
completed | May 12, 2026, 11:28 a.m. |
Created at: April 10, 2026, 10:17 a.m.