Triple

T2041719
Position Surface form Disambiguated ID Type / Status
Subject Bibb County E44758 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Walden
Walden is an unincorporated community located in Bibb County, Georgia, United States.
E228090 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: Walden | Statement: [Bibb County, hasUnincorporatedCommunity, Walden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walden
Context triple: [Bibb County, hasUnincorporatedCommunity, Walden]
  • A. Walden; or, Life in the Woods
    Walden; or, Life in the Woods is Henry David Thoreau’s seminal 1854 work of philosophical memoir and nature writing, reflecting on simple living, self-reliance, and spiritual contemplation during his experiment in solitude at Walden Pond.
  • B. A Week on the Concord and Merrimack Rivers
    A Week on the Concord and Merrimack Rivers is Henry David Thoreau’s reflective travel narrative that blends natural observation, philosophy, and personal memoir based on a boating trip he took with his brother.
  • C. The Maine Woods
    The Maine Woods is a posthumously published collection of Henry David Thoreau’s essays recounting his mid-19th-century journeys into the forests of Maine, blending natural history, travel narrative, and philosophical reflection on wilderness.
  • D. Leaves of Grass
    Leaves of Grass is Walt Whitman’s groundbreaking poetry collection that celebrates the individual, democracy, and the American experience in a free-verse style.
  • E. How Green Was My Valley
    How Green Was My Valley is a 1941 drama film set in a Welsh mining community, renowned for its poignant depiction of family life and social change and for winning the Academy Award for Best Picture.
  • 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: Walden
Triple: [Bibb County, hasUnincorporatedCommunity, Walden]
Generated description
Walden is an unincorporated community located in Bibb County, Georgia, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walden
Target entity description: Walden is an unincorporated community located in Bibb County, Georgia, United States.
  • A. Walden; or, Life in the Woods
    Walden; or, Life in the Woods is Henry David Thoreau’s seminal 1854 work of philosophical memoir and nature writing, reflecting on simple living, self-reliance, and spiritual contemplation during his experiment in solitude at Walden Pond.
  • B. A Week on the Concord and Merrimack Rivers
    A Week on the Concord and Merrimack Rivers is Henry David Thoreau’s reflective travel narrative that blends natural observation, philosophy, and personal memoir based on a boating trip he took with his brother.
  • C. The Maine Woods
    The Maine Woods is a posthumously published collection of Henry David Thoreau’s essays recounting his mid-19th-century journeys into the forests of Maine, blending natural history, travel narrative, and philosophical reflection on wilderness.
  • D. Leaves of Grass
    Leaves of Grass is Walt Whitman’s groundbreaking poetry collection that celebrates the individual, democracy, and the American experience in a free-verse style.
  • E. How Green Was My Valley
    How Green Was My Valley is a 1941 drama film set in a Welsh mining community, renowned for its poignant depiction of family life and social change and for winning the Academy Award for Best Picture.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9545aa08190ac74e49e70c4c349 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ffbbf948190a89932013b463f85 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20946a288190a3bd2a19e3608e86 completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2109d17c819094a298a822064052 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:39 p.m.