Triple

T8427509
Position Surface form Disambiguated ID Type / Status
Subject 2U E199038 entity
Predicate producer P490 FINISHED
Object Cesqeaux
Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
 E731809 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: Cesqeaux | Statement: [2U, producer, Cesqeaux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cesqeaux
Context triple: [2U, producer, Cesqeaux]
  • A. Trogneux
    Trogneux is a French surname notably borne by Brigitte Macron, the First Lady of France.
  • B. Cloux
    Cloux is the former name of Clos Lucé, the historic château in Amboise, France, best known as Leonardo da Vinci’s final residence.
  • C. Ratagnon
    Ratagnon are an indigenous people of southern Mindoro in the Philippines, known for their distinct language and traditional coastal and upland livelihoods.
  • D. Athois
    Athois is the French demonym for an inhabitant of the town of Ath in Belgium.
  • E. Sauvy
    Sauvy is a French surname most notably borne by Alfred Sauvy, a prominent demographer, sociologist, and economist.
  • 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: Cesqeaux
Triple: [2U, producer, Cesqeaux]
Generated description
Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cesqeaux
Target entity description: Cesqeaux is a Dutch DJ and electronic music producer known for his energetic trap and bass-heavy festival tracks.
  • A. Trogneux
    Trogneux is a French surname notably borne by Brigitte Macron, the First Lady of France.
  • B. Cloux
    Cloux is the former name of Clos Lucé, the historic château in Amboise, France, best known as Leonardo da Vinci’s final residence.
  • C. Ratagnon
    Ratagnon are an indigenous people of southern Mindoro in the Philippines, known for their distinct language and traditional coastal and upland livelihoods.
  • D. Athois
    Athois is the French demonym for an inhabitant of the town of Ath in Belgium.
  • E. Sauvy
    Sauvy is a French surname most notably borne by Alfred Sauvy, a prominent demographer, sociologist, and economist.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd124378c819086ea2fa6ecbfffe1 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce036dec9481908564ea2828ea429b completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07846da48190aa89b1c185dfcd11 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce08a5d2988190a64822214b69a223 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:07 p.m.