Triple

T3688319
Position Surface form Disambiguated ID Type / Status
Subject Chattahoochee Hills, Georgia E78278 entity
Predicate contains P35 FINISHED
Object Serenbe
Serenbe is a sustainable, master-planned community in rural Georgia known for its focus on wellness, organic farming, and New Urbanist design.
E379304 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: Serenbe | Statement: [Chattahoochee Hills, Georgia, contains, Serenbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serenbe
Context triple: [Chattahoochee Hills, Georgia, contains, Serenbe]
  • A. Floresta Gardens
    Floresta Gardens is a luxury residential district within The Pearl-Qatar, known for its upscale apartments, landscaped surroundings, and waterfront lifestyle.
  • B. Arcadia Oaks
    Arcadia Oaks is a fictional suburban town that serves as the central backdrop for the supernatural adventures in Guillermo del Toro’s animated series Trollhunters: Tales of Arcadia.
  • C. Walden Ridge
    Walden Ridge is a prominent escarpment and long, narrow ridge in eastern Tennessee that forms part of the western edge of the Appalachian Mountains.
  • D. Sunridge
    Sunridge is a residential suburb within the Milnerton area of Cape Town, South Africa.
  • E. Woodspring
    Woodspring was a former local government district in North Somerset, England, that existed from 1974 until its abolition in 1996.
  • 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: Serenbe
Triple: [Chattahoochee Hills, Georgia, contains, Serenbe]
Generated description
Serenbe is a sustainable, master-planned community in rural Georgia known for its focus on wellness, organic farming, and New Urbanist design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serenbe
Target entity description: Serenbe is a sustainable, master-planned community in rural Georgia known for its focus on wellness, organic farming, and New Urbanist design.
  • A. Floresta Gardens
    Floresta Gardens is a luxury residential district within The Pearl-Qatar, known for its upscale apartments, landscaped surroundings, and waterfront lifestyle.
  • B. Arcadia Oaks
    Arcadia Oaks is a fictional suburban town that serves as the central backdrop for the supernatural adventures in Guillermo del Toro’s animated series Trollhunters: Tales of Arcadia.
  • C. Walden Ridge
    Walden Ridge is a prominent escarpment and long, narrow ridge in eastern Tennessee that forms part of the western edge of the Appalachian Mountains.
  • D. Sunridge
    Sunridge is a residential suburb within the Milnerton area of Cape Town, South Africa.
  • E. Woodspring
    Woodspring was a former local government district in North Somerset, England, that existed from 1974 until its abolition in 1996.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4c960788190b73ede08658846aa completed March 8, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c5b6488190afb8cc599d633a96 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c463b53c8190b3333fda95862545 completed March 14, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4c4ee4db88190810a1d49d757b2b6 completed March 14, 2026, 2:16 a.m.
Created at: March 8, 2026, 3:26 p.m.