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.