Triple
T12638963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aran Valley |
E301840
|
entity |
| Predicate | hasCulturalHeritage |
P3114
|
FINISHED |
| Object |
Occitan culture
Occitan culture is the shared linguistic, artistic, and historical heritage of the Occitan-speaking regions of southern Europe, particularly in parts of France, Italy, and Spain.
|
E994728
|
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: Occitan culture | Statement: [Aran Valley, hasCulturalHeritage, Occitan culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Occitan culture Context triple: [Aran Valley, hasCulturalHeritage, Occitan culture]
-
A.
Occitan people
The Occitan people are a Romance-speaking ethnic group native to southern France and adjacent regions, known for their distinct Occitan language and rich regional cultural traditions.
-
B.
Occitan literature
Occitan literature is the body of written works in the Occitan language, renowned especially for its medieval troubadour poetry that profoundly influenced European lyric and courtly love traditions.
-
C.
Occitan nationalism
Occitan nationalism is a regionalist and cultural-political movement seeking recognition, autonomy, or independence for the Occitan-speaking regions of southern Europe, along with the preservation and promotion of the Occitan language and identity.
-
D.
Occitan
Occitan is a Romance language historically spoken in southern France and neighboring regions, known for its rich medieval literary tradition and close relation to Catalan.
-
E.
Languedocien Occitan
Languedocien Occitan is a major dialect of the Occitan language spoken in southern France, particularly known for its rich medieval literary tradition and role in shaping the region’s cultural identity.
- 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: Occitan culture Triple: [Aran Valley, hasCulturalHeritage, Occitan culture]
Generated description
Occitan culture is the shared linguistic, artistic, and historical heritage of the Occitan-speaking regions of southern Europe, particularly in parts of France, Italy, and Spain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Occitan culture Target entity description: Occitan culture is the shared linguistic, artistic, and historical heritage of the Occitan-speaking regions of southern Europe, particularly in parts of France, Italy, and Spain.
-
A.
Occitan people
The Occitan people are a Romance-speaking ethnic group native to southern France and adjacent regions, known for their distinct Occitan language and rich regional cultural traditions.
-
B.
Occitan literature
Occitan literature is the body of written works in the Occitan language, renowned especially for its medieval troubadour poetry that profoundly influenced European lyric and courtly love traditions.
-
C.
Occitan nationalism
Occitan nationalism is a regionalist and cultural-political movement seeking recognition, autonomy, or independence for the Occitan-speaking regions of southern Europe, along with the preservation and promotion of the Occitan language and identity.
-
D.
Occitan
Occitan is a Romance language historically spoken in southern France and neighboring regions, known for its rich medieval literary tradition and close relation to Catalan.
-
E.
Languedocien Occitan
Languedocien Occitan is a major dialect of the Occitan language spoken in southern France, particularly known for its rich medieval literary tradition and role in shaping the region’s cultural identity.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961499de08190bdba66ca40b021be |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f668754acc8190b5585dbd35387867 |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f6697d8ac88190b4ead9ce47f3a705 |
completed | May 2, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66a2da60881909b0a689821456bb4 |
completed | May 2, 2026, 9:18 p.m. |
Created at: April 9, 2026, 5:16 p.m.