Triple
T981696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beyond Freedom and Dignity |
E21181
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Walden Two |
E21180
|
NE FINISHED |
How this triple was built (2 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: [Beyond Freedom and Dignity, relatedWork, Walden Two]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walden Two Context triple: [Beyond Freedom and Dignity, relatedWork, Walden Two]
-
A.
Walden Two
chosen
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.
-
B.
Walden Two Revisited
Walden Two Revisited is a nonfiction follow-up in which behaviorist B. F. Skinner responds to critiques of his utopian novel Walden Two and reflects on its ideas in light of real-world developments.
-
C.
Brave New World
Brave New World is a classic dystopian novel that portrays a technologically advanced but dehumanized future society obsessed with control, consumerism, and engineered happiness.
-
D.
Brave New World Revisited
Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
-
E.
The Study of Man
The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b47cbca48190a01880bb411e80bd |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a14aec48190bc620cf492a82466 |
completed | March 7, 2026, 1:37 p.m. |
Created at: March 1, 2026, 7:41 p.m.