Triple
T16273896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lamalou-les-Bains |
E395073
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
canton of Clermont-l’Hérault
The canton of Clermont-l’Hérault is an administrative division in the Hérault department of southern France, grouping several communes around the town of Clermont-l’Hérault.
|
E1210622
|
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: canton of Clermont-l’Hérault | Statement: [Lamalou-les-Bains, partOf, canton of Clermont-l’Hérault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: canton of Clermont-l’Hérault Context triple: [Lamalou-les-Bains, partOf, canton of Clermont-l’Hérault]
-
A.
canton of Agde
The canton of Agde is an administrative division in the Hérault department of southern France, centered on the coastal town of Agde and its surrounding communes.
-
B.
canton of La Crau
The canton of La Crau is an administrative division in the Var department of southeastern France that includes the coastal commune of Le Lavandou among its municipalities.
-
C.
canton of Haute-Ardèche
The canton of Haute-Ardèche is an administrative division in the Ardèche department of southern France, grouping several rural communes in a mountainous, sparsely populated area.
-
D.
canton of Brignoles
The canton of Brignoles is an administrative division in the Var department of southeastern France, centered on the town of Brignoles and grouping several surrounding communes including Fox-Amphoux.
-
E.
canton of Bagnols-sur-Cèze
The canton of Bagnols-sur-Cèze is an administrative division in the Gard department of southern France, centered on the town of Bagnols-sur-Cèze and grouping several surrounding communes.
- 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: canton of Clermont-l’Hérault Triple: [Lamalou-les-Bains, partOf, canton of Clermont-l’Hérault]
Generated description
The canton of Clermont-l’Hérault is an administrative division in the Hérault department of southern France, grouping several communes around the town of Clermont-l’Hérault.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: canton of Clermont-l’Hérault Target entity description: The canton of Clermont-l’Hérault is an administrative division in the Hérault department of southern France, grouping several communes around the town of Clermont-l’Hérault.
-
A.
canton of Agde
The canton of Agde is an administrative division in the Hérault department of southern France, centered on the coastal town of Agde and its surrounding communes.
-
B.
canton of La Crau
The canton of La Crau is an administrative division in the Var department of southeastern France that includes the coastal commune of Le Lavandou among its municipalities.
-
C.
canton of Haute-Ardèche
The canton of Haute-Ardèche is an administrative division in the Ardèche department of southern France, grouping several rural communes in a mountainous, sparsely populated area.
-
D.
canton of Brignoles
The canton of Brignoles is an administrative division in the Var department of southeastern France, centered on the town of Brignoles and grouping several surrounding communes including Fox-Amphoux.
-
E.
canton of Bagnols-sur-Cèze
The canton of Bagnols-sur-Cèze is an administrative division in the Gard department of southern France, centered on the town of Bagnols-sur-Cèze and grouping several surrounding communes.
- 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2460c2d948190813b66e539a64a70 |
completed | April 17, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00354ca28081908f993619a332cbf6 |
completed | May 10, 2026, 7:35 a.m. |
| NEDg | Description generation | batch_6a00373d262c8190b85e451ca0763504 |
completed | May 10, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0037e43a2c8190993447ade595f6e6 |
completed | May 10, 2026, 7:46 a.m. |
Created at: April 10, 2026, 5:05 a.m.