Triple

T169283
Position Surface form Disambiguated ID Type / Status
Subject B. F. Skinner E3082 entity
Predicate notableWork P4 FINISHED
Object Walden Two
Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
E21180 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: Walden Two | Statement: [B. F. Skinner, notableWork, Walden Two]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walden Two
Context triple: [B. F. Skinner, notableWork, Walden Two]
  • A. MaddAddam
    MaddAddam is a dystopian science fiction novel by Margaret Atwood that concludes her speculative trilogy exploring genetic engineering, ecological collapse, and post-apocalyptic survival.
  • B. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • C. The Great Commoner
    The Great Commoner was the popular nickname of William Pitt the Elder, a prominent 18th-century British statesman celebrated for his leadership during the Seven Years' War and his advocacy for parliamentary reform.
  • D. The Elders
    The Elders is an independent group of global leaders founded by Nelson Mandela to promote peace, human rights, and ethical leadership worldwide.
  • E. Zoonomia; or, The Laws of Organic Life
    Zoonomia; or, The Laws of Organic Life is an influential late-18th-century medical and biological treatise by Erasmus Darwin that proposed early ideas about evolution, physiology, and the organization of living beings.
  • 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: Walden Two
Triple: [B. F. Skinner, notableWork, Walden Two]
Generated description
Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walden Two
Target entity description: Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
  • A. MaddAddam
    MaddAddam is a dystopian science fiction novel by Margaret Atwood that concludes her speculative trilogy exploring genetic engineering, ecological collapse, and post-apocalyptic survival.
  • B. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • C. The Great Commoner
    The Great Commoner was the popular nickname of William Pitt the Elder, a prominent 18th-century British statesman celebrated for his leadership during the Seven Years' War and his advocacy for parliamentary reform.
  • D. The Elders
    The Elders is an independent group of global leaders founded by Nelson Mandela to promote peace, human rights, and ethical leadership worldwide.
  • E. Zoonomia; or, The Laws of Organic Life
    Zoonomia; or, The Laws of Organic Life is an influential late-18th-century medical and biological treatise by Erasmus Darwin that proposed early ideas about evolution, physiology, and the organization of living beings.
  • 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a258b6f4f88190b1264bbbeb19a29e completed Feb. 28, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e3c131cc81909092b2aab26cd1ba completed Feb. 28, 2026, 12:46 p.m.
NEDg Description generation batch_69a2e43c273c8190ac28bb1826f30eb4 completed Feb. 28, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69a2e492948c8190a9338cf1a7b5acd8 completed Feb. 28, 2026, 12:50 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.