Triple
T6752676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grundzüge der Psychologie |
E154376
|
entity |
| Predicate | relatedConcept |
P37
|
FINISHED |
| Object |
learning curve
A learning curve is a graphical representation showing how proficiency or performance improves with experience or practice over time.
|
E616236
|
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: learning curve | Statement: [Grundzüge der Psychologie, relatedConcept, learning curve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: learning curve Context triple: [Grundzüge der Psychologie, relatedConcept, learning curve]
-
A.
Learning
"Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
-
B.
NT Learning
NT Learning is the National Theatre’s education and outreach programme that provides learning resources, workshops, and opportunities to engage people of all ages with theatre and the performing arts.
-
C.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
D.
Progress Through Knowledge
Progress Through Knowledge is the official motto of Anna University, emphasizing the advancement and empowerment of society through education and learning.
-
E.
forgetting curve
The forgetting curve is a psychological model that describes how memory retention declines exponentially over time without reinforcement or review.
- 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: learning curve Triple: [Grundzüge der Psychologie, relatedConcept, learning curve]
Generated description
A learning curve is a graphical representation showing how proficiency or performance improves with experience or practice over time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: learning curve Target entity description: A learning curve is a graphical representation showing how proficiency or performance improves with experience or practice over time.
-
A.
Learning
"Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
-
B.
NT Learning
NT Learning is the National Theatre’s education and outreach programme that provides learning resources, workshops, and opportunities to engage people of all ages with theatre and the performing arts.
-
C.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
D.
Progress Through Knowledge
Progress Through Knowledge is the official motto of Anna University, emphasizing the advancement and empowerment of society through education and learning.
-
E.
forgetting curve
The forgetting curve is a psychological model that describes how memory retention declines exponentially over time without reinforcement or review.
- 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_69c6880fd5808190be684854081e27dd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1dd98388190aafeea580a181df1 |
completed | March 27, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b1a0d7481908a813fa5c2e1ba6e |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c82a2008190b0f5f859687a7de5 |
completed | March 27, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70d7e3d748190ace98ad9cb9c425b |
completed | March 27, 2026, 11:06 p.m. |
Created at: March 27, 2026, 2:11 p.m.