Triple
T4287192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hérault |
E97297
|
entity |
| Predicate | hasSubdivisions |
P747
|
FINISHED |
| Object |
arrondissement of Montpellier
The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
|
E426053
|
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: arrondissement of Montpellier | Statement: [Hérault, hasSubdivisions, arrondissement of Montpellier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: arrondissement of Montpellier Context triple: [Hérault, hasSubdivisions, arrondissement of Montpellier]
-
A.
arrondissement of Toulouse
The arrondissement of Toulouse is an administrative district in the Haute-Garonne department of southwestern France, centered on the city of Toulouse and encompassing numerous surrounding communes.
-
B.
arrondissement of Nîmes
The arrondissement of Nîmes is an administrative district in the Gard department of southern France, centered on the city of Nîmes and encompassing numerous surrounding communes.
-
C.
Clermont-l’Hérault
Clermont-l’Hérault is a historic market town in southern France’s Hérault department, known as a gateway to the scenic Salagou valley and surrounding wine-growing countryside.
-
D.
arrondissement of Foix
The arrondissement of Foix is an administrative district in the Ariège department of southwestern France, centered on the town of Foix and encompassing several surrounding communes.
-
E.
Montpellier Méditerranée Métropole
Montpellier Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Montpellier in southern France, coordinating regional planning, transport, and development for the surrounding urban area.
- 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: arrondissement of Montpellier Triple: [Hérault, hasSubdivisions, arrondissement of Montpellier]
Generated description
The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: arrondissement of Montpellier Target entity description: The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
-
A.
arrondissement of Toulouse
The arrondissement of Toulouse is an administrative district in the Haute-Garonne department of southwestern France, centered on the city of Toulouse and encompassing numerous surrounding communes.
-
B.
arrondissement of Nîmes
The arrondissement of Nîmes is an administrative district in the Gard department of southern France, centered on the city of Nîmes and encompassing numerous surrounding communes.
-
C.
Clermont-l’Hérault
Clermont-l’Hérault is a historic market town in southern France’s Hérault department, known as a gateway to the scenic Salagou valley and surrounding wine-growing countryside.
-
D.
arrondissement of Foix
The arrondissement of Foix is an administrative district in the Ariège department of southwestern France, centered on the town of Foix and encompassing several surrounding communes.
-
E.
Montpellier Méditerranée Métropole
Montpellier Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Montpellier in southern France, coordinating regional planning, transport, and development for the surrounding urban area.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505ef9fc81909c73e64bf77052ce |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8e9ab9c81909a19062a901e8a1b |
completed | March 14, 2026, 7:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b95cfbdc8190b65cf338aa9abd5b |
completed | March 14, 2026, 7:39 p.m. |
Created at: March 12, 2026, 11:08 p.m.