Triple

T6874128
Position Surface form Disambiguated ID Type / Status
Subject Le Touquet-Paris-Plage E158628 entity
Predicate hasForest P1094 FINISHED
Object Le Touquet forest
Le Touquet forest is a coastal woodland area in northern France known for its pine trees, dunes, and role as a natural backdrop to the seaside resort of Le Touquet-Paris-Plage.
 E625786 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: Le Touquet forest | Statement: [Le Touquet-Paris-Plage, hasForest, Le Touquet forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Le Touquet forest
Context triple: [Le Touquet-Paris-Plage, hasForest, Le Touquet forest]
  • A. Étrépagny
    Étrépagny is a commune in the Eure department of the Normandy region in northern France.
  • B. Fos-sur-Mer
    Fos-sur-Mer is a coastal industrial town in southern France known for its large port facilities and heavy industry along the Mediterranean.
  • C. Pont-l’Évêque
    Pont-l’Évêque is a small historic town in Normandy, France, best known for giving its name to the traditional soft cow’s milk cheese Pont-l’Évêque.
  • D. Forêt de Retz
    Forêt de Retz is a large historic forest in northern France known for its extensive woodlands, biodiversity, and long-standing role as a royal hunting ground.
  • E. Wattrelos
    Wattrelos is a commune in northern France near the Belgian border, known historically for its textile industry and cross-border cultural ties.
  • 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: Le Touquet forest
Triple: [Le Touquet-Paris-Plage, hasForest, Le Touquet forest]
Generated description
Le Touquet forest is a coastal woodland area in northern France known for its pine trees, dunes, and role as a natural backdrop to the seaside resort of Le Touquet-Paris-Plage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Le Touquet forest
Target entity description: Le Touquet forest is a coastal woodland area in northern France known for its pine trees, dunes, and role as a natural backdrop to the seaside resort of Le Touquet-Paris-Plage.
  • A. Étrépagny
    Étrépagny is a commune in the Eure department of the Normandy region in northern France.
  • B. Fos-sur-Mer
    Fos-sur-Mer is a coastal industrial town in southern France known for its large port facilities and heavy industry along the Mediterranean.
  • C. Pont-l’Évêque
    Pont-l’Évêque is a small historic town in Normandy, France, best known for giving its name to the traditional soft cow’s milk cheese Pont-l’Évêque.
  • D. Forêt de Retz
    Forêt de Retz is a large historic forest in northern France known for its extensive woodlands, biodiversity, and long-standing role as a royal hunting ground.
  • E. Wattrelos
    Wattrelos is a commune in northern France near the Belgian border, known historically for its textile industry and cross-border cultural ties.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8c8d3888190b1c1f74aa66d6071 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742b66ca08190bed17fa3ab6733ef completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c7441117ec8190b9b355c474289010 completed March 28, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69c744a20bd481908a7c6aaa6383a68f completed March 28, 2026, 3:01 a.m.
Created at: March 27, 2026, 2:22 p.m.