Triple

T13857035
Position Surface form Disambiguated ID Type / Status
Subject CPGE E333092 entity
Predicate literaryTrackIncludes P35593 FINISHED
Object Hypokhâgne
Hypokhâgne is the first year of France’s elite literary preparatory classes, focused on intensive humanities study to prepare students for competitive entrance exams to top grandes écoles.
E1066929 NE FINISHED

How this triple was built (5 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: Hypokhâgne | Statement: [CPGE, literaryTrackIncludes, Hypokhâgne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hypokhâgne
Context triple: [CPGE, literaryTrackIncludes, Hypokhâgne]
  • A. Petite École
    Petite École was a French art school in Paris known for training young artists in drawing and decorative arts, attended by notable figures such as Auguste Rodin.
  • B. École de la Gradelle
    École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
  • C. Collège d’Harcourt
    Collège d’Harcourt was a prominent Parisian college of the University of Paris, known for educating notable Enlightenment figures such as Denis Diderot.
  • D. École
    École is a small French village located in the Massif des Bauges mountain range in southeastern France.
  • E. Collège de la Marche
    Collège de la Marche was a notable Parisian college of the University of Paris, known for educating prominent Enlightenment-era scholars and intellectuals.
  • 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: Hypokhâgne
Triple: [CPGE, literaryTrackIncludes, Hypokhâgne]
Generated description
Hypokhâgne is the first year of France’s elite literary preparatory classes, focused on intensive humanities study to prepare students for competitive entrance exams to top grandes écoles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hypokhâgne
Target entity description: Hypokhâgne is the first year of France’s elite literary preparatory classes, focused on intensive humanities study to prepare students for competitive entrance exams to top grandes écoles.
  • A. Petite École
    Petite École was a French art school in Paris known for training young artists in drawing and decorative arts, attended by notable figures such as Auguste Rodin.
  • B. École de la Gradelle
    École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
  • C. Collège d’Harcourt
    Collège d’Harcourt was a prominent Parisian college of the University of Paris, known for educating notable Enlightenment figures such as Denis Diderot.
  • D. École
    École is a small French village located in the Massif des Bauges mountain range in southeastern France.
  • E. Collège de la Marche
    Collège de la Marche was a notable Parisian college of the University of Paris, known for educating prominent Enlightenment-era scholars and intellectuals.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: literaryTrackIncludes
Context triple: [CPGE, literaryTrackIncludes, Hypokhâgne]
  • A. literaryTrackExample
    Indicates a relationship where something serves as an illustrative or representative example within a literary track, sequence, or progression.
  • B. literaryUnit
    Indicates that one entity is a distinct segment or component (such as a chapter, scene, or passage) within a larger literary work or text.
  • C. literaryCollection chosen
    Indicates that one entity is a collection or compilation of literary works that includes or is associated with the other entity.
  • D. literaryCenter
    Indicates that a location functions as a primary hub or focal point for literary activity, such as writing, publishing, or literary culture.
  • E. literaryThemeInvolvement
    Indicates the involvement or presence of a particular literary theme within a work, passage, or character arc.
  • F. None of above.

Provenance (6 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
PD Predicate disambiguation batch_69dbc8691b608190a25a7c70a366b170 completed April 12, 2026, 4:29 p.m.
Created at: April 9, 2026, 10:14 p.m.