Triple

T12122670
Position Surface form Disambiguated ID Type / Status
Subject Banyuls-sur-Mer E288731 entity
Predicate region P40 FINISHED
Object Languedoc-Roussillon (former administrative region)
Languedoc-Roussillon was a former administrative region in southern France, known for its Mediterranean coastline, historic cities, and wine-producing areas before being merged into the larger Occitanie region.
 E498952 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: Languedoc-Roussillon (former administrative region) | Statement: [Banyuls-sur-Mer, region, Languedoc-Roussillon (former administrative region)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Languedoc-Roussillon (former administrative region)
Context triple: [Banyuls-sur-Mer, region, Languedoc-Roussillon (former administrative region)]
  • A. Languedoc
    Languedoc is a historic region in southern France known for its Occitan culture, medieval towns, and long-standing wine-making tradition.
  • B. Occitanie
    Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
  • C. Languedoc-Roussillon wine region
    The Languedoc-Roussillon wine region is a vast area in southern France along the Mediterranean coast, known for its diverse climates and soils that produce a wide range of value-driven red, white, and rosé wines.
  • D. Provence-Alpes-Côte d’Azur
    Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
  • E. Gascogne
    Gascogne is a historic cultural region in southwestern France known for its Gascon language, rich rural traditions, and distinctive cuisine including Armagnac and foie gras.
  • 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: Languedoc-Roussillon (former administrative region)
Triple: [Banyuls-sur-Mer, region, Languedoc-Roussillon (former administrative region)]
Generated description
Languedoc-Roussillon was a former administrative region in southern France, known for its Mediterranean coastline, historic cities, and wine-producing areas before being merged into the larger Occitanie region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Languedoc-Roussillon (former administrative region)
Target entity description: Languedoc-Roussillon was a former administrative region in southern France, known for its Mediterranean coastline, historic cities, and wine-producing areas before being merged into the larger Occitanie region.
  • A. Languedoc chosen
    Languedoc is a historic region in southern France known for its Occitan culture, medieval towns, and long-standing wine-making tradition.
  • B. Occitanie
    Occitanie is a large administrative region in southern France known for its Mediterranean coastline, historic cities like Toulouse and Montpellier, and diverse landscapes ranging from coastal plains to the Pyrenees.
  • C. Languedoc-Roussillon wine region
    The Languedoc-Roussillon wine region is a vast area in southern France along the Mediterranean coast, known for its diverse climates and soils that produce a wide range of value-driven red, white, and rosé wines.
  • D. Provence-Alpes-Côte d’Azur
    Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
  • E. Gascogne
    Gascogne is a historic cultural region in southwestern France known for its Gascon language, rich rural traditions, and distinctive cuisine including Armagnac and foie gras.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91578fd88819099adf55c93d549fc completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f686d6c08190b1f1ca2d5a51f5df completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5ff815b748190932bfe163ea2847d completed May 2, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69f60185ce8c8190abe3b1f633aac55d completed May 2, 2026, 1:52 p.m.
Created at: April 8, 2026, 9:49 p.m.