Triple

T12698021
Position Surface form Disambiguated ID Type / Status
Subject Plaek Phibunsongkhram E303385 entity
Predicate education P5 FINISHED
Object French military schools
French military schools are institutions in France that provide professional officer training and military education, historically influential in shaping both French and foreign military leaders.
 E997588 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: French military schools | Statement: [Plaek Phibunsongkhram, education, French military schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: French military schools
Context triple: [Plaek Phibunsongkhram, education, French military schools]
  • A. École militaire interarmes
    École militaire interarmes is a French Army officer training school located at the Coëtquidan military base in Brittany, preparing career officers through combined-arms education and leadership formation.
  • B. École Militaire
    École Militaire is a prestigious French military academy in Paris known for training many notable officers, including Napoleon Bonaparte.
  • C. École Royale Militaire
    École Royale Militaire is Belgium’s federal military academy responsible for training future officers for the country’s armed forces.
  • D. Prytanée National Militaire
    The Prytanée National Militaire is a prestigious French military secondary school and preparatory academy renowned for educating future officers and leaders.
  • E. École spéciale militaire de Saint-Cyr
    The École spéciale militaire de Saint-Cyr is France’s premier military academy, responsible for training the country’s elite army officers.
  • 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: French military schools
Triple: [Plaek Phibunsongkhram, education, French military schools]
Generated description
French military schools are institutions in France that provide professional officer training and military education, historically influential in shaping both French and foreign military leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: French military schools
Target entity description: French military schools are institutions in France that provide professional officer training and military education, historically influential in shaping both French and foreign military leaders.
  • A. École militaire interarmes
    École militaire interarmes is a French Army officer training school located at the Coëtquidan military base in Brittany, preparing career officers through combined-arms education and leadership formation.
  • B. École Militaire
    École Militaire is a prestigious French military academy in Paris known for training many notable officers, including Napoleon Bonaparte.
  • C. École Royale Militaire
    École Royale Militaire is Belgium’s federal military academy responsible for training future officers for the country’s armed forces.
  • D. Prytanée National Militaire
    The Prytanée National Militaire is a prestigious French military secondary school and preparatory academy renowned for educating future officers and leaders.
  • E. École spéciale militaire de Saint-Cyr
    The École spéciale militaire de Saint-Cyr is France’s premier military academy, responsible for training the country’s elite army officers.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ed26588190ae76ff17159e06ec completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b066348190aedfe186fc4724f9 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f672d16f8881908c6d5cfed0b3ec3a completed May 2, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69f67396fdac8190970068b2c39ad2f7 completed May 2, 2026, 9:58 p.m.
Created at: April 9, 2026, 5:22 p.m.