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.