Triple

T4970841
Position Surface form Disambiguated ID Type / Status
Subject Béziers Cap d’Agde Airport E111643 entity
Predicate servesRegion P82 FINISHED
Object Languedoc coast
The Languedoc coast is a stretch of Mediterranean shoreline in southern France known for its sandy beaches, seaside resorts, and historic coastal towns.
 E483706 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 coast | Statement: [Béziers Cap d’Agde Airport, servesRegion, Languedoc coast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Languedoc coast
Context triple: [Béziers Cap d’Agde Airport, servesRegion, Languedoc coast]
  • A. Loulé coastline
    The Loulé coastline is a scenic stretch of southern Portugal’s Algarve shore known for its long sandy beaches, dramatic red and ochre cliffs, and popular resort areas.
  • B. Costa de la Luz
    Costa de la Luz is a scenic stretch of Atlantic coastline in southwestern Spain known for its wide sandy beaches, dunes, and traditional Andalusian seaside towns.
  • C. Camargue
    Camargue is a vast wetland region in southern France known for its salt marshes, wild white horses, black bulls, and rich birdlife including flamingos.
  • D. Port Camargue
    Port Camargue is a large Mediterranean marina in southern France, known as one of Europe’s biggest pleasure-boat harbors and a major center for nautical tourism.
  • E. Libournais
    Libournais is a renowned wine-producing region on Bordeaux’s Right Bank in southwestern France, known for its Merlot-dominant red wines and appellations such as Pomerol and Saint-Émilion.
  • 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 coast
Triple: [Béziers Cap d’Agde Airport, servesRegion, Languedoc coast]
Generated description
The Languedoc coast is a stretch of Mediterranean shoreline in southern France known for its sandy beaches, seaside resorts, and historic coastal towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Languedoc coast
Target entity description: The Languedoc coast is a stretch of Mediterranean shoreline in southern France known for its sandy beaches, seaside resorts, and historic coastal towns.
  • A. Loulé coastline
    The Loulé coastline is a scenic stretch of southern Portugal’s Algarve shore known for its long sandy beaches, dramatic red and ochre cliffs, and popular resort areas.
  • B. Costa de la Luz
    Costa de la Luz is a scenic stretch of Atlantic coastline in southwestern Spain known for its wide sandy beaches, dunes, and traditional Andalusian seaside towns.
  • C. Camargue
    Camargue is a vast wetland region in southern France known for its salt marshes, wild white horses, black bulls, and rich birdlife including flamingos.
  • D. Port Camargue
    Port Camargue is a large Mediterranean marina in southern France, known as one of Europe’s biggest pleasure-boat harbors and a major center for nautical tourism.
  • E. Libournais
    Libournais is a renowned wine-producing region on Bordeaux’s Right Bank in southwestern France, known for its Merlot-dominant red wines and appellations such as Pomerol and Saint-Émilion.
  • 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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7213bf0081909b3c496f1804dc4c completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81fa9108819089a6258e3a88f0cb completed March 21, 2026, 11:33 a.m.
NEDg Description generation batch_69be8386d2fc8190a450b42dd5ac6963 completed March 21, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69be841d148881908aa53953bd2eb024 completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:33 p.m.