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.