Triple
T12701462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flers, Orne, France |
E303471
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Flers railway station
Flers railway station is a regional train station in the town of Flers in northwestern France, serving as a local hub for passenger rail services in the Orne department.
|
E998424
|
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: Flers railway station | Statement: [Flers, Orne, France, hasTransport, Flers railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flers railway station Context triple: [Flers, Orne, France, hasTransport, Flers railway station]
-
A.
Flemingsberg railway station
Flemingsberg railway station is a major commuter and regional rail hub in the southern Stockholm area, serving both local and long-distance trains.
-
B.
Stedum railway station
Stedum railway station is a small regional train stop in the village of Stedum in the Netherlands, serving local rail connections in the province of Groningen.
-
C.
Samtredia railway station
Samtredia railway station is a key rail transport hub in western Georgia, connecting the town of Samtredia with major cities and regional destinations.
-
D.
Plärrer station
Plärrer station is a major interchange stop on the Nuremberg U-Bahn network, serving multiple lines and connecting central parts of the city.
-
E.
Linderud station
Linderud station is an Oslo Metro stop in the Linderud neighborhood, providing urban rail access on the city's east side.
- 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: Flers railway station Triple: [Flers, Orne, France, hasTransport, Flers railway station]
Generated description
Flers railway station is a regional train station in the town of Flers in northwestern France, serving as a local hub for passenger rail services in the Orne department.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flers railway station Target entity description: Flers railway station is a regional train station in the town of Flers in northwestern France, serving as a local hub for passenger rail services in the Orne department.
-
A.
Flemingsberg railway station
Flemingsberg railway station is a major commuter and regional rail hub in the southern Stockholm area, serving both local and long-distance trains.
-
B.
Stedum railway station
Stedum railway station is a small regional train stop in the village of Stedum in the Netherlands, serving local rail connections in the province of Groningen.
-
C.
Samtredia railway station
Samtredia railway station is a key rail transport hub in western Georgia, connecting the town of Samtredia with major cities and regional destinations.
-
D.
Plärrer station
Plärrer station is a major interchange stop on the Nuremberg U-Bahn network, serving multiple lines and connecting central parts of the city.
-
E.
Linderud station
Linderud station is an Oslo Metro stop in the Linderud neighborhood, providing urban rail access on the city's east side.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ef65ac8190aedf9ade3a68e24e |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b27790819085f0f03af33f8f21 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.