Triple
T6752767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Wertheimer |
E154378
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Productive Thinking
Productive Thinking is a seminal book by Gestalt psychologist Max Wertheimer that explores how genuine understanding and insight-based problem solving differ from rote, mechanical thinking.
|
E616243
|
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: Productive Thinking | Statement: [Max Wertheimer, notableWork, Productive Thinking]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Productive Thinking Context triple: [Max Wertheimer, notableWork, Productive Thinking]
-
A.
Deep Thinking
Deep Thinking is a book by former world chess champion Garry Kasparov that reflects on his matches against IBM’s Deep Blue and explores the broader implications of artificial intelligence for chess and human creativity.
-
B.
Think
"Think" is a 1968 soul anthem by Aretha Franklin, celebrated for its powerful vocals and feminist, freedom-focused message.
-
C.
Think
Think is IBM’s iconic corporate slogan encapsulating its emphasis on innovation, problem-solving, and forward-looking technology.
-
D.
Think Beyond the Possible
Think Beyond the Possible is the inspirational motto of Case Western Reserve University, encapsulating its emphasis on innovation, ambition, and pushing the boundaries of knowledge and discovery.
-
E.
How We Think
How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
- 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: Productive Thinking Triple: [Max Wertheimer, notableWork, Productive Thinking]
Generated description
Productive Thinking is a seminal book by Gestalt psychologist Max Wertheimer that explores how genuine understanding and insight-based problem solving differ from rote, mechanical thinking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Productive Thinking Target entity description: Productive Thinking is a seminal book by Gestalt psychologist Max Wertheimer that explores how genuine understanding and insight-based problem solving differ from rote, mechanical thinking.
-
A.
Deep Thinking
Deep Thinking is a book by former world chess champion Garry Kasparov that reflects on his matches against IBM’s Deep Blue and explores the broader implications of artificial intelligence for chess and human creativity.
-
B.
Think
"Think" is a 1968 soul anthem by Aretha Franklin, celebrated for its powerful vocals and feminist, freedom-focused message.
-
C.
Think
Think is IBM’s iconic corporate slogan encapsulating its emphasis on innovation, problem-solving, and forward-looking technology.
-
D.
Think Beyond the Possible
Think Beyond the Possible is the inspirational motto of Case Western Reserve University, encapsulating its emphasis on innovation, ambition, and pushing the boundaries of knowledge and discovery.
-
E.
How We Think
How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
- 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.