Triple

T7906979
Position Surface form Disambiguated ID Type / Status
Subject Scientology E183600 entity
Predicate hasAssociatedOrganization P2830 FINISHED
Object Applied Scholastics
Applied Scholastics is an educational organization that promotes and delivers study methods developed by Scientology founder L. Ron Hubbard.
 E696571 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: Applied Scholastics | Statement: [Scientology, hasAssociatedOrganization, Applied Scholastics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Applied Scholastics
Context triple: [Scientology, hasAssociatedOrganization, Applied Scholastics]
  • A. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • B. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit specializing in research and advanced studies in education at Near East University.
  • C. Applied Psychology Unit
    The Applied Psychology Unit was a pioneering British research center focused on experimental and applied psychology, particularly in areas such as cognition, perception, and human performance.
  • D. Teaching and Learning International Survey
    The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
  • E. The Psychology of Learning
    The Psychology of Learning is a foundational work in educational and experimental psychology that systematically explores how organisms acquire and modify behavior through experience, helping to establish modern learning theory.
  • 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: Applied Scholastics
Triple: [Scientology, hasAssociatedOrganization, Applied Scholastics]
Generated description
Applied Scholastics is an educational organization that promotes and delivers study methods developed by Scientology founder L. Ron Hubbard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Applied Scholastics
Target entity description: Applied Scholastics is an educational organization that promotes and delivers study methods developed by Scientology founder L. Ron Hubbard.
  • A. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • B. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit specializing in research and advanced studies in education at Near East University.
  • C. Applied Psychology Unit
    The Applied Psychology Unit was a pioneering British research center focused on experimental and applied psychology, particularly in areas such as cognition, perception, and human performance.
  • D. Teaching and Learning International Survey
    The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
  • E. The Psychology of Learning
    The Psychology of Learning is a foundational work in educational and experimental psychology that systematically explores how organisms acquire and modify behavior through experience, helping to establish modern learning theory.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5871b8819087ad69c116c40091 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bd0024c81909679a45612bcb1a7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:03 p.m.