Triple
T21317702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Épinay-sur-Orge |
E525517
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Épinay-sur-Orge station
Épinay-sur-Orge station is a suburban railway station in Épinay-sur-Orge, France, serving as a stop on the Paris RER commuter rail network.
|
E1481908
|
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-sur-Orge station | Statement: [Épinay-sur-Orge, hasTransport, Épinay-sur-Orge station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Épinay-sur-Orge station Context triple: [Épinay-sur-Orge, hasTransport, Épinay-sur-Orge station]
-
A.
Épinay–Villetaneuse station
Épinay–Villetaneuse station is a suburban railway station in the northern Paris metropolitan area, serving as a key node on the Transilien network.
-
B.
Garches–Marnes-la-Coquette station
Garches–Marnes-la-Coquette station is a suburban railway station in the western outskirts of Paris, serving the communes of Garches and Marnes-la-Coquette on the Transilien network.
-
C.
Ivry-sur-Seine station
Ivry-sur-Seine station is a railway station in the southeastern suburbs of Paris, France, serving the commune of Ivry-sur-Seine on the regional RER and Transilien network.
-
D.
Rosny-sous-Bois station
Rosny-sous-Bois station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Rosny-sous-Bois and connecting it to the wider Île-de-France rail network.
-
E.
Saint-Germain-en-Laye station
Saint-Germain-en-Laye station is a major transport hub in the western suburbs of Paris, serving as an interchange between regional rail, metro, and tram services.
- 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-sur-Orge station Triple: [Épinay-sur-Orge, hasTransport, Épinay-sur-Orge station]
Generated description
Épinay-sur-Orge station is a suburban railway station in Épinay-sur-Orge, France, serving as a stop on the Paris RER commuter rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Épinay-sur-Orge station Target entity description: Épinay-sur-Orge station is a suburban railway station in Épinay-sur-Orge, France, serving as a stop on the Paris RER commuter rail network.
-
A.
Épinay–Villetaneuse station
Épinay–Villetaneuse station is a suburban railway station in the northern Paris metropolitan area, serving as a key node on the Transilien network.
-
B.
Garches–Marnes-la-Coquette station
Garches–Marnes-la-Coquette station is a suburban railway station in the western outskirts of Paris, serving the communes of Garches and Marnes-la-Coquette on the Transilien network.
-
C.
Ivry-sur-Seine station
Ivry-sur-Seine station is a railway station in the southeastern suburbs of Paris, France, serving the commune of Ivry-sur-Seine on the regional RER and Transilien network.
-
D.
Rosny-sous-Bois station
Rosny-sous-Bois station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Rosny-sous-Bois and connecting it to the wider Île-de-France rail network.
-
E.
Saint-Germain-en-Laye station
Saint-Germain-en-Laye station is a major transport hub in the western suburbs of Paris, serving as an interchange between regional rail, metro, and tram services.
- 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75dd1ce9c81908c373362254427bf |
completed | April 21, 2026, 11:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09bb3bd9dc8190b7b0c6e41e9ee8e4 |
completed | May 17, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_6a09bea2b9788190b41d3da0b5f3329e |
completed | May 17, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09bf3466848190b2a5793f5f51efd7 |
completed | May 17, 2026, 1:14 p.m. |
Created at: April 16, 2026, 4:35 p.m.