Triple

T7411053
Position Surface form Disambiguated ID Type / Status
Subject Talks to Teachers on Psychology E171001 entity
Predicate hasPart P35 FINISHED
Object Talks to Students
Talks to Students is a segment or component focused on engaging and educating students, likely about psychology, within the broader work "Talks to Teachers on Psychology."
E171001 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: Talks to Students | Statement: [Talks to Teachers on Psychology, hasPart, Talks to Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talks to Students
Context triple: [Talks to Teachers on Psychology, hasPart, Talks to Students]
  • A. Talks to Teachers on Psychology
    Talks to Teachers on Psychology is a collection of lectures by William James that applies psychological principles to education and classroom practice.
  • B. Lectures to My Students
    Lectures to My Students is a classic collection of pastoral lectures by Charles Spurgeon offering practical and spiritual guidance for ministers and preachers.
  • C. Colloquia
    Colloquia is a collection of lively Latin dialogues by Desiderius Erasmus that satirically explore religious, educational, and social issues of the early 16th century.
  • D. Lectures on Education
    "Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
  • E. Office for Students
    The Office for Students is the independent regulator for higher education in England, overseeing universities and other providers to ensure quality, access, and value for students.
  • 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: Talks to Students
Triple: [Talks to Teachers on Psychology, hasPart, Talks to Students]
Generated description
Talks to Students is a segment or component focused on engaging and educating students, likely about psychology, within the broader work "Talks to Teachers on Psychology."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talks to Students
Target entity description: Talks to Students is a segment or component focused on engaging and educating students, likely about psychology, within the broader work "Talks to Teachers on Psychology."
  • A. Talks to Teachers on Psychology chosen
    Talks to Teachers on Psychology is a collection of lectures by William James that applies psychological principles to education and classroom practice.
  • B. Lectures to My Students
    Lectures to My Students is a classic collection of pastoral lectures by Charles Spurgeon offering practical and spiritual guidance for ministers and preachers.
  • C. Colloquia
    Colloquia is a collection of lively Latin dialogues by Desiderius Erasmus that satirically explore religious, educational, and social issues of the early 16th century.
  • D. Lectures on Education
    "Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
  • E. Office for Students
    The Office for Students is the independent regulator for higher education in England, overseeing universities and other providers to ensure quality, access, and value for students.
  • F. None of above.

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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f29ebea48190be96c6bc1e6406fb completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c811244df081909b63e085d2272cd2 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c81271a7f48190afc7c7b2c818cb8a completed March 28, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69c812df0b948190805862c5f176c956 completed March 28, 2026, 5:41 p.m.
Created at: March 27, 2026, 3:11 p.m.