Triple

T5194867
Position Surface form Disambiguated ID Type / Status
Subject Twin Oaks Community E117245 entity
Predicate foundingInspiration P62382 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: [Twin Oaks Community, foundingInspiration, Walden Two]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walden Two
Context triple: [Twin Oaks Community, foundingInspiration, 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: foundingInspiration
Context triple: [Twin Oaks Community, foundingInspiration, Walden Two]
  • A. describesFoundingOf
    Indicates that one entity specifies or provides details about the establishment or creation (founding) of another entity.
  • B. foundedFor
    Indicates that an entity was established or created specifically to serve, support, or benefit another entity or purpose.
  • C. foundedWith
    Indicates that an entity was established or created together with another entity, typically as co-founders or jointly initiated partners.
  • D. foundedAs
    Indicates the original name or form under which an organization, institution, or entity was first established.
  • E. foundedOnOccasionOf
    Indicates that something was established or created specifically in response to, or to mark, a particular event or occasion.
  • 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_69bf06ac60448190a2e97a4df03863ea completed March 21, 2026, 8:59 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.