Triple

T4718920
Position Surface form Disambiguated ID Type / Status
Subject Vallespir E104714 entity
Predicate contains P35 FINISHED
Object Le Boulou
Le Boulou is a small spa town in the Vallespir region of southern France, known for its thermal springs and proximity to the Pyrenees and the Spanish border.
 E475625 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 Boulou | Statement: [Vallespir, contains, Le Boulou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Le Boulou
Context triple: [Vallespir, contains, Le Boulou]
  • A. Boulou
    Boulou is an alternate name for the Bulu language, a Bantu language spoken primarily in Cameroon.
  • B. Marvejols
    Marvejols is a historic town in southern France’s Lozère department, known for its medieval heritage and location near the Aubrac and Margeride regions.
  • C. Montauban
    Montauban is a historic city in southern France known for its red-brick architecture and role as the capital of the Tarn-et-Garonne department.
  • D. La Teste-de-Buch
    La Teste-de-Buch is a coastal commune in southwestern France known for its vast forests, Atlantic beaches, and proximity to the Dune of Pilat near Arcachon Bay.
  • E. La Grande-Motte
    La Grande-Motte is a seaside resort town on France’s Mediterranean coast, noted for its distinctive modernist pyramid-shaped architecture and beaches.
  • 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 Boulou
Triple: [Vallespir, contains, Le Boulou]
Generated description
Le Boulou is a small spa town in the Vallespir region of southern France, known for its thermal springs and proximity to the Pyrenees and the Spanish border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Le Boulou
Target entity description: Le Boulou is a small spa town in the Vallespir region of southern France, known for its thermal springs and proximity to the Pyrenees and the Spanish border.
  • A. Boulou
    Boulou is an alternate name for the Bulu language, a Bantu language spoken primarily in Cameroon.
  • B. Marvejols
    Marvejols is a historic town in southern France’s Lozère department, known for its medieval heritage and location near the Aubrac and Margeride regions.
  • C. Montauban
    Montauban is a historic city in southern France known for its red-brick architecture and role as the capital of the Tarn-et-Garonne department.
  • D. La Teste-de-Buch
    La Teste-de-Buch is a coastal commune in southwestern France known for its vast forests, Atlantic beaches, and proximity to the Dune of Pilat near Arcachon Bay.
  • E. La Grande-Motte
    La Grande-Motte is a seaside resort town on France’s Mediterranean coast, noted for its distinctive modernist pyramid-shaped architecture and beaches.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd642779a08190b01e588d515cf498 completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5c8a20a88190a668251abbc1c7c8 completed March 21, 2026, 8:53 a.m.
NEDg Description generation batch_69be6092fb608190a63a32dbf115a6b2 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be647866088190bbb572a9b8c1cfc1 completed March 21, 2026, 9:27 a.m.
Created at: March 20, 2026, 1:18 p.m.