Triple
T10934365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herblay-sur-Seine |
E258290
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Herblay station
Herblay station is a suburban railway station in Herblay-sur-Seine, France, serving as a local commuter stop on the Transilien network in the northwestern Paris metropolitan area.
|
E901878
|
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: Herblay station | Statement: [Herblay-sur-Seine, hasTransport, Herblay station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herblay station Context triple: [Herblay-sur-Seine, hasTransport, Herblay station]
-
A.
Mantes-la-Jolie station
Mantes-la-Jolie station is a railway station in Mantes-la-Jolie, France, serving as a regional and suburban transport hub in the western suburbs of Paris.
-
B.
Choisy-le-Roi station
Choisy-le-Roi station is a suburban railway station in the Val-de-Marne department of France that serves the commune of Choisy-le-Roi on the RER C line of the Paris regional rail network.
-
C.
Vaucelles station
Vaucelles station is a railway station serving the commune of Taverny in the northern suburbs of Paris, France.
-
D.
Goussainville station
Goussainville station is a railway station in Goussainville, France, serving as a stop on the Paris regional commuter rail network.
-
E.
Marmande station
Marmande station is a railway station in Marmande, France, serving regional and intercity train services in the Nouvelle-Aquitaine region.
- 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: Herblay station Triple: [Herblay-sur-Seine, hasTransport, Herblay station]
Generated description
Herblay station is a suburban railway station in Herblay-sur-Seine, France, serving as a local commuter stop on the Transilien network in the northwestern Paris metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herblay station Target entity description: Herblay station is a suburban railway station in Herblay-sur-Seine, France, serving as a local commuter stop on the Transilien network in the northwestern Paris metropolitan area.
-
A.
Mantes-la-Jolie station
Mantes-la-Jolie station is a railway station in Mantes-la-Jolie, France, serving as a regional and suburban transport hub in the western suburbs of Paris.
-
B.
Choisy-le-Roi station
Choisy-le-Roi station is a suburban railway station in the Val-de-Marne department of France that serves the commune of Choisy-le-Roi on the RER C line of the Paris regional rail network.
-
C.
Vaucelles station
Vaucelles station is a railway station serving the commune of Taverny in the northern suburbs of Paris, France.
-
D.
Goussainville station
Goussainville station is a railway station in Goussainville, France, serving as a stop on the Paris regional commuter rail network.
-
E.
Marmande station
Marmande station is a railway station in Marmande, France, serving regional and intercity train services in the Nouvelle-Aquitaine region.
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770ae073881909720febe9f5f296a |
completed | April 9, 2026, 9:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a92e09648190ab39053521211743 |
completed | April 18, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69e3abe492388190a2f5752f6bad1220 |
completed | April 18, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b1efe4a88190884eb5186954cf39 |
completed | April 18, 2026, 4:31 p.m. |
Created at: April 8, 2026, 9:23 p.m.