Triple

T16671357
Position Surface form Disambiguated ID Type / Status
Subject Walden Woods Project E405111 entity
Predicate supports P516 FINISHED
Object scholarly research on Henry David Thoreau
Scholarly research on Henry David Thoreau encompasses academic studies of his life, writings, philosophy, and historical context, particularly his contributions to transcendentalism, environmental thought, and civil disobedience.
E1227261 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: scholarly research on Henry David Thoreau | Statement: [Walden Woods Project, supports, scholarly research on Henry David Thoreau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: scholarly research on Henry David Thoreau
Context triple: [Walden Woods Project, supports, scholarly research on Henry David Thoreau]
  • A. Lectures on Ralph Waldo Emerson and transcendentalism
    "Lectures on Ralph Waldo Emerson and transcendentalism" is a series of talks by Edward Waldo Emerson that interpret and contextualize his father Ralph Waldo Emerson’s philosophy and the broader American Transcendentalist movement.
  • B. Thoreau, the Poet-Naturalist (1873)
    Thoreau, the Poet-Naturalist (1873) is a biographical work by Ellery Channing that portrays the life, character, and philosophy of American transcendentalist Henry David Thoreau.
  • C. The Transcendentalist
    "The Transcendentalist" is an 1842 lecture-essay by Ralph Waldo Emerson that articulates the core philosophy of American Transcendentalism, emphasizing individual intuition, spiritual insight, and self-reliance over institutional authority.
  • D. Walden Woods Project
    Walden Woods Project is a nonprofit organization dedicated to preserving the land, legacy, and literary heritage associated with Henry David Thoreau’s Walden Woods in Massachusetts.
  • E. Henry David Thoreau
    Henry David Thoreau was a 19th-century American transcendentalist writer, philosopher, and naturalist best known for his works "Walden" and "Civil Disobedience," which advocated simple living and principled resistance to unjust laws.
  • 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: scholarly research on Henry David Thoreau
Triple: [Walden Woods Project, supports, scholarly research on Henry David Thoreau]
Generated description
Scholarly research on Henry David Thoreau encompasses academic studies of his life, writings, philosophy, and historical context, particularly his contributions to transcendentalism, environmental thought, and civil disobedience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: scholarly research on Henry David Thoreau
Target entity description: Scholarly research on Henry David Thoreau encompasses academic studies of his life, writings, philosophy, and historical context, particularly his contributions to transcendentalism, environmental thought, and civil disobedience.
  • A. Lectures on Ralph Waldo Emerson and transcendentalism
    "Lectures on Ralph Waldo Emerson and transcendentalism" is a series of talks by Edward Waldo Emerson that interpret and contextualize his father Ralph Waldo Emerson’s philosophy and the broader American Transcendentalist movement.
  • B. Thoreau, the Poet-Naturalist (1873)
    Thoreau, the Poet-Naturalist (1873) is a biographical work by Ellery Channing that portrays the life, character, and philosophy of American transcendentalist Henry David Thoreau.
  • C. The Transcendentalist
    "The Transcendentalist" is an 1842 lecture-essay by Ralph Waldo Emerson that articulates the core philosophy of American Transcendentalism, emphasizing individual intuition, spiritual insight, and self-reliance over institutional authority.
  • D. Walden Woods Project
    Walden Woods Project is a nonprofit organization dedicated to preserving the land, legacy, and literary heritage associated with Henry David Thoreau’s Walden Woods in Massachusetts.
  • E. Henry David Thoreau
    Henry David Thoreau was a 19th-century American transcendentalist writer, philosopher, and naturalist best known for his works "Walden" and "Civil Disobedience," which advocated simple living and principled resistance to unjust laws.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca175088190a0435422e13278c2 completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3692588190a94d349cb63d9749 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008ad087b08190b725382c68687a15 completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008ba8227881908b1ac6e30d2e7c32 completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:18 a.m.