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.