Triple
T18403615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LFMT |
E450060
|
entity |
| Predicate | servesRegion |
P82
|
FINISHED |
| Object | Hérault department |
—
|
NE NERFINISHED |
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: Hérault department | Statement: [LFMT, servesRegion, Hérault department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hérault department Context triple: [LFMT, servesRegion, Hérault department]
-
A.
French department of Hérault
The French department of Hérault is an administrative region in southern France along the Mediterranean coast, known for its historic cities like Montpellier, vineyards, and varied landscapes from beaches to inland hills.
-
B.
Hérault
chosen
Hérault is a department in southern France known for its Mediterranean coastline, vineyards, and historic cities such as Montpellier and Béziers.
-
C.
Pyrénées-Orientales department
The Pyrénées-Orientales department is a region in southern France bordering Spain and the Mediterranean, known for its Catalan cultural heritage, mountainous Pyrenean landscapes, and historic towns such as Perpignan.
-
D.
Pays de Lunel
Pays de Lunel is a French intercommunal structure (communauté de communes) that groups together Lunel and neighboring municipalities in the Hérault department for cooperative local governance and shared public services.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e5195509cc8190bd4e91adb9b4a0ce |
completed | April 19, 2026, 6:05 p.m. |
Created at: April 10, 2026, 10:46 a.m.