Triple
T5194829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walden Two Revisited |
E117244
|
entity |
| Predicate | literaryPredecessor |
P62381
|
FINISHED |
| Object | Walden Two |
E21180
|
NE FINISHED |
How this triple was built (3 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: [Walden Two Revisited, literaryPredecessor, Walden Two]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walden Two Context triple: [Walden Two Revisited, literaryPredecessor, 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.
The Good Society
The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
-
D.
The Good Society
The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
-
E.
The Great Utopia
The Great Utopia is a chapter in Friedrich Hayek’s "The Road to Serfdom" that critiques collectivist visions of a perfect society and warns of their tendency to lead toward authoritarianism.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: literaryPredecessor Context triple: [Walden Two Revisited, literaryPredecessor, Walden Two]
-
A.
literaryAuthor
Indicates that one entity is the author or writer of a literary work represented by the other entity.
-
B.
literaryInfluence
Indicates that one entity has had a significant impact on the style, themes, or development of another entity’s literary work.
-
C.
literaryPeriodOfWork
Indicates the literary period or movement to which a particular work belongs.
-
D.
hasLiteraryConnection
Indicates a relationship in which one entity is connected to another through a literary link, such as authorship, reference, influence, adaptation, or shared appearance in written works.
-
E.
literaryTradition
Indicates a relationship where a work, practice, or expression belongs to, arises from, or participates in a particular established body of literary customs, styles, or conventions.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7adb034c819086bf8a85fbf158f4 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe58344881908386713f2cf5749b |
completed | March 21, 2026, 8:23 p.m. |
| PD | Predicate disambiguation | batch_69bd77b9a67c8190819612257ea746b4 |
completed | March 20, 2026, 4:37 p.m. |
| PDg | Predicate description generation | batch_69bd7ad9bdd88190ae8aa6f4aba695a7 |
completed | March 20, 2026, 4:50 p.m. |
Created at: March 20, 2026, 1:46 p.m.