Triple
T17238866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Hainaut |
E418434
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object | Saint-Amand-les-Eaux |
E503549
|
NE FINISHED |
How this triple was built (2 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 | Statement: [French Hainaut, majorCity, Saint-Amand-les-Eaux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Amand-les-Eaux Context triple: [French Hainaut, majorCity, Saint-Amand-les-Eaux]
-
A.
Saint-Amand-les-Eaux
chosen
Saint-Amand-les-Eaux is a spa town in northern France known for its thermal baths, historic abbey tower, and location within the Nord department near the Belgian border.
-
B.
Saint-Amand Bazard
Saint-Amand Bazard was a leading early 19th-century French socialist thinker and organizer, best known as one of the principal founders and theorists of the Saint-Simonian movement.
-
C.
Saint-André-des-Eaux
Saint-André-des-Eaux is a commune in western France’s Loire-Atlantique department, known for its proximity to the Brière Regional Natural Park and its marshland landscapes.
-
D.
Amélie-les-Bains
Amélie-les-Bains is a spa town in southern France known for its therapeutic thermal baths and mild climate.
-
E.
Luxeuil-les-Bains
Luxeuil-les-Bains is a historic spa town in eastern France renowned for its thermal baths and well-preserved architecture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dfdc8688190aceb223c19a48781 |
completed | April 19, 2026, 1:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01676596a48190ae17a411b86e613e |
completed | May 11, 2026, 5:21 a.m. |
Created at: April 10, 2026, 5:39 a.m.