Triple

T10058147
Position Surface form Disambiguated ID Type / Status
Subject Jules Ferry E208913 entity
Predicate notableWork P4 FINISHED
Object Ferry laws on primary education
The Ferry laws on primary education were a series of late 19th-century French reforms that made primary schooling free, compulsory, and secular, fundamentally shaping the modern French education system.
E838716 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: Ferry laws on primary education | Statement: [Jules Ferry, notableWork, Ferry laws on primary education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferry laws on primary education
Context triple: [Jules Ferry, notableWork, Ferry laws on primary education]
  • A. The Relations of the State to Education
    The Relations of the State to Education is a 19th-century work by educator John Milton Gregory that examines and argues for the proper role and responsibilities of government in public education.
  • B. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • C. Report on Elementary Public Instruction in Europe
    Report on Elementary Public Instruction in Europe is an influential 19th-century study by Calvin Ellis Stowe that analyzed European school systems and helped shape the development of public education in the United States.
  • D. On Public Education
    "On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
  • E. School Education Law of Japan
    The School Education Law of Japan is a fundamental statute that defines the structure, administration, and standards of Japan’s education system from elementary through higher education.
  • 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: Ferry laws on primary education
Triple: [Jules Ferry, notableWork, Ferry laws on primary education]
Generated description
The Ferry laws on primary education were a series of late 19th-century French reforms that made primary schooling free, compulsory, and secular, fundamentally shaping the modern French education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferry laws on primary education
Target entity description: The Ferry laws on primary education were a series of late 19th-century French reforms that made primary schooling free, compulsory, and secular, fundamentally shaping the modern French education system.
  • A. The Relations of the State to Education
    The Relations of the State to Education is a 19th-century work by educator John Milton Gregory that examines and argues for the proper role and responsibilities of government in public education.
  • B. Act on the Organization and Operation of Local Educational Administration
    The Act on the Organization and Operation of Local Educational Administration is a Japanese law that structures how local governments manage and administer education, defining the roles and responsibilities of local boards of education and related authorities.
  • C. Report on Elementary Public Instruction in Europe
    Report on Elementary Public Instruction in Europe is an influential 19th-century study by Calvin Ellis Stowe that analyzed European school systems and helped shape the development of public education in the United States.
  • D. On Public Education
    "On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
  • E. School Education Law of Japan
    The School Education Law of Japan is a fundamental statute that defines the structure, administration, and standards of Japan’s education system from elementary through higher education.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfaf7700819084dedf7b63e789c1 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a5d4b308190b5b1ece1ca99be86 completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.