Triple

T16511468
Position Surface form Disambiguated ID Type / Status
Subject European Physical Society E401070 entity
Predicate hasGroup P10571 FINISHED
Object Physics Education Division
The Physics Education Division is a specialized branch of the European Physical Society focused on promoting and improving the teaching and learning of physics across Europe.
 E1218343 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: Physics Education Division | Statement: [European Physical Society, hasGroup, Physics Education Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Physics Education Division
Context triple: [European Physical Society, hasGroup, Physics Education Division]
  • A. American Association of Physics Teachers
    The American Association of Physics Teachers is a professional organization dedicated to improving the understanding and teaching of physics at all educational levels.
  • B. The Physics Teacher
    The Physics Teacher is a peer-reviewed journal focused on physics education, featuring articles, teaching resources, and classroom activities for physics teachers at the high school and introductory college levels.
  • C. American Journal of Physics
    The American Journal of Physics is a peer-reviewed academic journal focusing on physics education, pedagogy, and topics of interest to undergraduate-level physics teachers and students.
  • D. Teaching Physics
    Teaching Physics is an influential work by physicist and educator David L. Goodstein that explores effective methods and philosophies for teaching introductory physics.
  • E. An Introduction to Physics Education Research
    "An Introduction to Physics Education Research" is a foundational work that surveys the methods, findings, and implications of research on how students learn physics, aimed at improving physics teaching and curriculum design.
  • 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: Physics Education Division
Triple: [European Physical Society, hasGroup, Physics Education Division]
Generated description
The Physics Education Division is a specialized branch of the European Physical Society focused on promoting and improving the teaching and learning of physics across Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Physics Education Division
Target entity description: The Physics Education Division is a specialized branch of the European Physical Society focused on promoting and improving the teaching and learning of physics across Europe.
  • A. American Association of Physics Teachers
    The American Association of Physics Teachers is a professional organization dedicated to improving the understanding and teaching of physics at all educational levels.
  • B. The Physics Teacher
    The Physics Teacher is a peer-reviewed journal focused on physics education, featuring articles, teaching resources, and classroom activities for physics teachers at the high school and introductory college levels.
  • C. American Journal of Physics
    The American Journal of Physics is a peer-reviewed academic journal focusing on physics education, pedagogy, and topics of interest to undergraduate-level physics teachers and students.
  • D. Teaching Physics
    Teaching Physics is an influential work by physicist and educator David L. Goodstein that explores effective methods and philosophies for teaching introductory physics.
  • E. An Introduction to Physics Education Research
    "An Introduction to Physics Education Research" is a foundational work that surveys the methods, findings, and implications of research on how students learn physics, aimed at improving physics teaching and curriculum design.
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e55fe7c8190abc957bdd326d1bc completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0060827d988190b2c0c075a49dfde8 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a006133a9148190af5bc0cec8ad6695 completed May 10, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0061c85d5481909628c2fddbcf0d54 completed May 10, 2026, 10:45 a.m.
Created at: April 10, 2026, 5:14 a.m.