Triple
T8504017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Gardner |
E201288
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Five Minds for the Future
Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
|
E739238
|
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: Five Minds for the Future | Statement: [Howard Gardner, hasWritten, Five Minds for the Future]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Five Minds for the Future Context triple: [Howard Gardner, hasWritten, Five Minds for the Future]
-
A.
A New Culture of Learning
A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
-
B.
Connecting Minds, Creating the Future
"Connecting Minds, Creating the Future" was the overarching theme of Expo 2020 Dubai, emphasizing global collaboration and innovation to address shared challenges and shape a better future.
-
C.
Making Minds Matter
Making Minds Matter is the official motto of Erasmus University Rotterdam, emphasizing its focus on impactful education and research.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
- 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: Five Minds for the Future Triple: [Howard Gardner, hasWritten, Five Minds for the Future]
Generated description
Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Five Minds for the Future Target entity description: Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
-
A.
A New Culture of Learning
A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
-
B.
Connecting Minds, Creating the Future
"Connecting Minds, Creating the Future" was the overarching theme of Expo 2020 Dubai, emphasizing global collaboration and innovation to address shared challenges and shape a better future.
-
C.
Making Minds Matter
Making Minds Matter is the official motto of Erasmus University Rotterdam, emphasizing its focus on impactful education and research.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe59d67d081908155a43b9b463fe3 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e26a3108190a48b00c2927be971 |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce4ff88ff48190a5641635187a9e4f |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce50fd3150819097562093bee78a6d |
completed | April 2, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:14 p.m.