Triple

T3173632
Position Surface form Disambiguated ID Type / Status
Subject French grandes écoles E66410 entity
Predicate preparatoryPathway P29720 FINISHED
Object CPGE
CPGE (Classes Préparatoires aux Grandes Écoles) are intensive two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles.
 E333092 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: CPGE | Statement: [French grandes écoles, preparatoryPathway, CPGE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CPGE
Context triple: [French grandes écoles, preparatoryPathway, CPGE]
  • A. GCET
    GCET is an internationally recognized framework established by the UN World Tourism Organization that sets out principles to promote responsible, sustainable, and universally accessible tourism.
  • B. CPCE
    CPCE is the abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches committed to mutual recognition and cooperation across the continent.
  • C. DGPA
    DGPA is the abbreviated name of France’s Direction générale des patrimoines et de l’architecture, the national authority responsible for heritage and architectural policy.
  • D. PGS
    PGS stands for Prompt Global Strike, a U.S. military concept aimed at enabling rapid, precision conventional strikes anywhere in the world within a short time frame.
  • E. PUC
    PUC is a leading Chilean higher education institution renowned for its academic excellence, research output, and strong Catholic tradition.
  • 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: CPGE
Triple: [French grandes écoles, preparatoryPathway, CPGE]
Generated description
CPGE (Classes Préparatoires aux Grandes Écoles) are intensive two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CPGE
Target entity description: CPGE (Classes Préparatoires aux Grandes Écoles) are intensive two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles.
  • A. GCET
    GCET is an internationally recognized framework established by the UN World Tourism Organization that sets out principles to promote responsible, sustainable, and universally accessible tourism.
  • B. CPCE
    CPCE is the abbreviation for the Community of Protestant Churches in Europe, a fellowship of Protestant churches committed to mutual recognition and cooperation across the continent.
  • C. DGPA
    DGPA is the abbreviated name of France’s Direction générale des patrimoines et de l’architecture, the national authority responsible for heritage and architectural policy.
  • D. PGS
    PGS stands for Prompt Global Strike, a U.S. military concept aimed at enabling rapid, precision conventional strikes anywhere in the world within a short time frame.
  • E. PUC
    PUC is a leading Chilean higher education institution renowned for its academic excellence, research output, and strong Catholic tradition.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada66facf881908b9ec687d68ce91b completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.