Triple

T981661
Position Surface form Disambiguated ID Type / Status
Subject Walden Two E21180 entity
Predicate inspired P9 FINISHED
Object Twin Oaks Community
Twin Oaks Community is a long-running egalitarian intentional community in rural Virginia known for its communal living, income-sharing, and cooperative decision-making.
 E117245 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: Twin Oaks Community | Statement: [Walden Two, inspired, Twin Oaks Community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twin Oaks Community
Context triple: [Walden Two, inspired, Twin Oaks Community]
  • A. Fair Oaks Village
    Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
  • B. Antler Hill Village
    Antler Hill Village is a shopping, dining, and entertainment area on the Biltmore Estate that offers visitor amenities, exhibits, and access to the estate’s winery.
  • C. Rockridge
    Rockridge is a vibrant, upscale Oakland neighborhood known for its tree-lined streets, popular College Avenue shopping and dining district, and convenient BART access.
  • D. Oak Hill
    Oak Hill is a small city in southern West Virginia known historically for its coal mining roots and proximity to the New River Gorge.
  • E. Roslindale
    Roslindale is a residential neighborhood in the southern part of Boston, Massachusetts, known for its village-style center, diverse community, and proximity to major green spaces.
  • 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: Twin Oaks Community
Triple: [Walden Two, inspired, Twin Oaks Community]
Generated description
Twin Oaks Community is a long-running egalitarian intentional community in rural Virginia known for its communal living, income-sharing, and cooperative decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twin Oaks Community
Target entity description: Twin Oaks Community is a long-running egalitarian intentional community in rural Virginia known for its communal living, income-sharing, and cooperative decision-making.
  • A. Fair Oaks Village
    Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
  • B. Antler Hill Village
    Antler Hill Village is a shopping, dining, and entertainment area on the Biltmore Estate that offers visitor amenities, exhibits, and access to the estate’s winery.
  • C. Rockridge
    Rockridge is a vibrant, upscale Oakland neighborhood known for its tree-lined streets, popular College Avenue shopping and dining district, and convenient BART access.
  • D. Oak Hill
    Oak Hill is a small city in southern West Virginia known historically for its coal mining roots and proximity to the New River Gorge.
  • E. Roslindale
    Roslindale is a residential neighborhood in the southern part of Boston, Massachusetts, known for its village-style center, diverse community, and proximity to major green spaces.
  • 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_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_69ac258909a88190b597a72cd6c0fa87 completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac2674f5b88190bb3416a249a63982 completed March 7, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69ac2704de788190857a3104180ccd21 completed March 7, 2026, 1:24 p.m.
Created at: March 1, 2026, 7:41 p.m.