Triple
T16073262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transilien Line H |
E389916
|
entity |
| Predicate | usesInfrastructure |
P6820
|
FINISHED |
| Object |
Épinay–Le Tréport railway
The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
|
E1194730
|
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: Épinay–Le Tréport railway | Statement: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Épinay–Le Tréport railway Context triple: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
-
A.
Paris–Argenteuil railway
The Paris–Argenteuil railway is a suburban rail line in the Île-de-France region that connects central Paris with the northwestern suburb of Argenteuil as part of the city’s commuter rail network.
-
B.
Paris–Mantes-la-Jolie railway
The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
-
C.
Paris–Pontoise railway
The Paris–Pontoise railway is a suburban rail route in the Île-de-France region that connects central Paris with the town of Pontoise, serving as part of the commuter network around the French capital.
-
D.
Paris–Crépy-en-Valois railway
The Paris–Crépy-en-Valois railway is a regional rail line in northern France connecting Paris to the town of Crépy-en-Valois, serving commuter and local passenger traffic.
-
E.
Paris–Versailles–Rive-Droite railway
The Paris–Versailles–Rive-Droite railway is a historic suburban rail line in the Île-de-France region that connects central Paris to the western suburb of Versailles.
- 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: Épinay–Le Tréport railway Triple: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
Generated description
The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Épinay–Le Tréport railway Target entity description: The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
-
A.
Paris–Argenteuil railway
The Paris–Argenteuil railway is a suburban rail line in the Île-de-France region that connects central Paris with the northwestern suburb of Argenteuil as part of the city’s commuter rail network.
-
B.
Paris–Mantes-la-Jolie railway
The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
-
C.
Paris–Pontoise railway
The Paris–Pontoise railway is a suburban rail route in the Île-de-France region that connects central Paris with the town of Pontoise, serving as part of the commuter network around the French capital.
-
D.
Paris–Crépy-en-Valois railway
The Paris–Crépy-en-Valois railway is a regional rail line in northern France connecting Paris to the town of Crépy-en-Valois, serving commuter and local passenger traffic.
-
E.
Paris–Versailles–Rive-Droite railway
The Paris–Versailles–Rive-Droite railway is a historic suburban rail line in the Île-de-France region that connects central Paris to the western suburb of Versailles.
- 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183c0390c8190b0da263cccec14e5 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb8f12708190956f203a3e58e18b |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffec5cc1808190ae622027804b43f2 |
completed | May 10, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffed56235c8190b2075cce605ecf03 |
completed | May 10, 2026, 2:28 a.m. |
Created at: April 10, 2026, 4:57 a.m.