Triple
T9442297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LN1 |
E227673
|
entity |
| Predicate | formsPartOfRoute |
P6309
|
FINISHED |
| Object |
Paris–Marseille TGV route
The Paris–Marseille TGV route is a high-speed rail corridor in France linking the capital Paris with the Mediterranean city of Marseille via the LGV Sud-Est and LGV Méditerranée lines.
|
E801980
|
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: Paris–Marseille TGV route | Statement: [LN1, formsPartOfRoute, Paris–Marseille TGV route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paris–Marseille TGV route Context triple: [LN1, formsPartOfRoute, Paris–Marseille TGV route]
-
A.
Paris–Bordeaux high-speed rail corridor
The Paris–Bordeaux high-speed rail corridor is a major French TGV route that links the capital to southwestern France, significantly reducing travel times and enhancing national and international rail connectivity.
-
B.
Paris–Saint-Lazare rail corridor
The Paris–Saint-Lazare rail corridor is a major suburban and regional railway axis radiating from Paris-Saint-Lazare station, carrying dense commuter and intercity traffic toward the western suburbs and beyond.
-
C.
Paris–Toulouse railway
The Paris–Toulouse railway is a major French rail line that connects the capital Paris with the southwestern city of Toulouse, serving numerous intermediate cities and regions along its route.
-
D.
TGV network
The TGV network is France’s high-speed rail system, linking major cities and neighboring countries with fast, long-distance train services.
-
E.
Paris–Strasbourg railway
The Paris–Strasbourg railway is a major French mainline route connecting the capital Paris with the eastern city of Strasbourg, serving as a key corridor for both passenger and freight traffic.
- 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: Paris–Marseille TGV route Triple: [LN1, formsPartOfRoute, Paris–Marseille TGV route]
Generated description
The Paris–Marseille TGV route is a high-speed rail corridor in France linking the capital Paris with the Mediterranean city of Marseille via the LGV Sud-Est and LGV Méditerranée lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paris–Marseille TGV route Target entity description: The Paris–Marseille TGV route is a high-speed rail corridor in France linking the capital Paris with the Mediterranean city of Marseille via the LGV Sud-Est and LGV Méditerranée lines.
-
A.
Paris–Bordeaux high-speed rail corridor
The Paris–Bordeaux high-speed rail corridor is a major French TGV route that links the capital to southwestern France, significantly reducing travel times and enhancing national and international rail connectivity.
-
B.
Paris–Saint-Lazare rail corridor
The Paris–Saint-Lazare rail corridor is a major suburban and regional railway axis radiating from Paris-Saint-Lazare station, carrying dense commuter and intercity traffic toward the western suburbs and beyond.
-
C.
Paris–Toulouse railway
The Paris–Toulouse railway is a major French rail line that connects the capital Paris with the southwestern city of Toulouse, serving numerous intermediate cities and regions along its route.
-
D.
TGV network
The TGV network is France’s high-speed rail system, linking major cities and neighboring countries with fast, long-distance train services.
-
E.
Paris–Strasbourg railway
The Paris–Strasbourg railway is a major French mainline route connecting the capital Paris with the eastern city of Strasbourg, serving as a key corridor for both passenger and freight traffic.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f300cc88190a793712706295c53 |
completed | April 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cd9ae548190bf985c72196eb0bd |
completed | April 4, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69d12dcae2088190bdb4ebac9021e622 |
completed | April 4, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12e4077a4819094e86eb0de69b2ed |
completed | April 4, 2026, 3:29 p.m. |
Created at: March 30, 2026, 7:50 p.m.