Triple
T9488518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lignes à grande vitesse network |
E228821
|
entity |
| Predicate | includesLine |
P2124
|
FINISHED |
| Object |
LGV Perpignan–Figueres (French section)
The LGV Perpignan–Figueres (French section) is a high-speed railway line in southern France that forms part of the cross-border link between the French and Spanish high-speed rail networks.
|
E801755
|
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: LGV Perpignan–Figueres (French section) | Statement: [Lignes à grande vitesse network, includesLine, LGV Perpignan–Figueres (French section)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LGV Perpignan–Figueres (French section) Context triple: [Lignes à grande vitesse network, includesLine, LGV Perpignan–Figueres (French section)]
-
A.
Perpignan–Portbou railway
The Perpignan–Portbou railway is an international rail line in southern France and northeastern Spain that connects Perpignan to the border town of Portbou along the Mediterranean coast.
-
B.
Toulouse–Latour-de-Carol line
The Toulouse–Latour-de-Carol line is a scenic railway route in southwestern France that crosses the Pyrenees, linking the city of Toulouse with the border station of Latour-de-Carol near Spain and Andorra.
-
C.
Toulouse–Hendaye
Toulouse–Hendaye is a French intercity rail route linking the inland city of Toulouse with the Atlantic coastal town of Hendaye near the Spanish border.
-
D.
Bordeaux–Toulouse–Marseille
Bordeaux–Toulouse–Marseille is a major French intercity rail corridor linking the Atlantic city of Bordeaux with Toulouse and the Mediterranean port of Marseille.
-
E.
LGV Rhône-Alpes
LGV Rhône-Alpes is a high-speed railway line in southeastern France that forms part of the TGV network, linking the Paris–Lyon route to lines serving the south and east of the country.
- 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: LGV Perpignan–Figueres (French section) Triple: [Lignes à grande vitesse network, includesLine, LGV Perpignan–Figueres (French section)]
Generated description
The LGV Perpignan–Figueres (French section) is a high-speed railway line in southern France that forms part of the cross-border link between the French and Spanish high-speed rail networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LGV Perpignan–Figueres (French section) Target entity description: The LGV Perpignan–Figueres (French section) is a high-speed railway line in southern France that forms part of the cross-border link between the French and Spanish high-speed rail networks.
-
A.
Perpignan–Portbou railway
The Perpignan–Portbou railway is an international rail line in southern France and northeastern Spain that connects Perpignan to the border town of Portbou along the Mediterranean coast.
-
B.
Toulouse–Latour-de-Carol line
The Toulouse–Latour-de-Carol line is a scenic railway route in southwestern France that crosses the Pyrenees, linking the city of Toulouse with the border station of Latour-de-Carol near Spain and Andorra.
-
C.
Toulouse–Hendaye
Toulouse–Hendaye is a French intercity rail route linking the inland city of Toulouse with the Atlantic coastal town of Hendaye near the Spanish border.
-
D.
Bordeaux–Toulouse–Marseille
Bordeaux–Toulouse–Marseille is a major French intercity rail corridor linking the Atlantic city of Bordeaux with Toulouse and the Mediterranean port of Marseille.
-
E.
LGV Rhône-Alpes
LGV Rhône-Alpes is a high-speed railway line in southeastern France that forms part of the TGV network, linking the Paris–Lyon route to lines serving the south and east of the country.
- 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_69ca847424f081908180305555139f7a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd80c5a05c8190b97d34f010e60ca1 |
completed | April 1, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d18fd908190b562fa0a8dad7c63 |
completed | April 4, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69d12da44d7c8190afb11ae3009a79e5 |
completed | April 4, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12e1459348190aed583b2364a53dd |
completed | April 4, 2026, 3:28 p.m. |
Created at: March 30, 2026, 7:55 p.m.