Triple
T19368735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Languedocien Occitan |
E484474
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Occitano-Romance languages
The Occitano-Romance languages are a subgroup of Romance languages spoken mainly in southern France, parts of Italy, and Spain, including varieties such as Occitan and Catalan.
|
E32288
|
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: Occitano-Romance languages | Statement: [Languedocien Occitan, languageFamily, Occitano-Romance languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Occitano-Romance languages Context triple: [Languedocien Occitan, languageFamily, Occitano-Romance languages]
-
A.
Gallo-Romance languages
Gallo-Romance languages are a branch of the Romance language family spoken mainly in parts of France, northern Italy, and neighboring regions, including languages such as French, Occitan, and Catalan.
-
B.
Rhaeto-Romance languages
The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
-
C.
Niçard Occitan
Niçard Occitan is a Romance variety of the Occitan language traditionally spoken in and around the city of Nice in southeastern France.
-
D.
Vivaro-Alpine Occitan
Vivaro-Alpine Occitan is a variety of the Occitan language spoken in southeastern France and parts of Italy, forming a transitional dialect between Provençal and Northern Occitan.
-
E.
Gallo‑Italic languages
The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
- 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: Occitano-Romance languages Triple: [Languedocien Occitan, languageFamily, Occitano-Romance languages]
Generated description
The Occitano-Romance languages are a subgroup of Romance languages spoken mainly in southern France, parts of Italy, and Spain, including varieties such as Occitan and Catalan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Occitano-Romance languages Target entity description: The Occitano-Romance languages are a subgroup of Romance languages spoken mainly in southern France, parts of Italy, and Spain, including varieties such as Occitan and Catalan.
-
A.
Gallo-Romance languages
chosen
Gallo-Romance languages are a branch of the Romance language family spoken mainly in parts of France, northern Italy, and neighboring regions, including languages such as French, Occitan, and Catalan.
-
B.
Rhaeto-Romance languages
The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
-
C.
Niçard Occitan
Niçard Occitan is a Romance variety of the Occitan language traditionally spoken in and around the city of Nice in southeastern France.
-
D.
Vivaro-Alpine Occitan
Vivaro-Alpine Occitan is a variety of the Occitan language spoken in southeastern France and parts of Italy, forming a transitional dialect between Provençal and Northern Occitan.
-
E.
Gallo‑Italic languages
The Gallo‑Italic languages are a group of Romance languages spoken mainly in northern Italy and parts of Switzerland and France, characterized by features transitional between Gallo-Romance and Italo-Romance varieties.
- F. None of above.
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_69d8e8d305088190ad13571532aa454c |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e619ae6838819080584d60cbd58bbd |
completed | April 20, 2026, 12:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07241692fc81909b627d1939165823 |
completed | May 15, 2026, 1:48 p.m. |
| NEDg | Description generation | batch_6a0725e546488190988000d77c961c0f |
completed | May 15, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0726a79b308190a584bc808f4b2faa |
completed | May 15, 2026, 1:59 p.m. |
Created at: April 10, 2026, 1:35 p.m.