Triple
T19431360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | arrondissement of Valenciennes |
E486119
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Saint-Amand-les-Eaux canton
Saint-Amand-les-Eaux canton is an administrative division in northern France centered on the town of Saint-Amand-les-Eaux, known for its spa heritage and proximity to the Belgian border.
|
E1375433
|
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: Saint-Amand-les-Eaux canton | Statement: [arrondissement of Valenciennes, contains, Saint-Amand-les-Eaux canton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Amand-les-Eaux canton Context triple: [arrondissement of Valenciennes, contains, Saint-Amand-les-Eaux canton]
-
A.
Grand-Bas-Armagnac canton
Grand-Bas-Armagnac canton is an administrative division in the Gers department of southwestern France, known for encompassing part of the historic Armagnac brandy-producing region.
-
B.
canton of Saint-Amand-Montrond
The canton of Saint-Amand-Montrond is an administrative division in the Cher department of central France, grouping several communes around the town of Saint-Amand-Montrond.
-
C.
Canton of Saint-François
The Canton of Saint-François is an administrative division in the French overseas department of Guadeloupe in the Caribbean.
-
D.
canton of Le Sancy
The canton of Le Sancy is an administrative division in the Puy-de-Dôme department of central France, encompassing several communes in the Massif Central including the spa town of La Bourboule.
-
E.
Le Malesherbois canton
Le Malesherbois canton is an administrative division in the Loiret department of north-central France that groups together several communes, including La Neuville-sur-Essonne.
- 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: Saint-Amand-les-Eaux canton Triple: [arrondissement of Valenciennes, contains, Saint-Amand-les-Eaux canton]
Generated description
Saint-Amand-les-Eaux canton is an administrative division in northern France centered on the town of Saint-Amand-les-Eaux, known for its spa heritage and proximity to the Belgian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saint-Amand-les-Eaux canton Target entity description: Saint-Amand-les-Eaux canton is an administrative division in northern France centered on the town of Saint-Amand-les-Eaux, known for its spa heritage and proximity to the Belgian border.
-
A.
Grand-Bas-Armagnac canton
Grand-Bas-Armagnac canton is an administrative division in the Gers department of southwestern France, known for encompassing part of the historic Armagnac brandy-producing region.
-
B.
canton of Saint-Amand-Montrond
The canton of Saint-Amand-Montrond is an administrative division in the Cher department of central France, grouping several communes around the town of Saint-Amand-Montrond.
-
C.
Canton of Saint-François
The Canton of Saint-François is an administrative division in the French overseas department of Guadeloupe in the Caribbean.
-
D.
canton of Le Sancy
The canton of Le Sancy is an administrative division in the Puy-de-Dôme department of central France, encompassing several communes in the Massif Central including the spa town of La Bourboule.
-
E.
Le Malesherbois canton
Le Malesherbois canton is an administrative division in the Loiret department of north-central France that groups together several communes, including La Neuville-sur-Essonne.
- 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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335b4e388190913ded15ad165b7b |
completed | April 20, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733db04a481909405391fdb2eee32 |
completed | May 15, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_6a0734c0a8588190904537467c581442 |
completed | May 15, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073545b2e48190a8cb78cb25785017 |
completed | May 15, 2026, 3:01 p.m. |
Created at: April 10, 2026, 1:37 p.m.