Triple

T11935757
Position Surface form Disambiguated ID Type / Status
Subject TVA: Democracy on the March E284038 entity
Predicate describes P264 FINISHED
Object Tennessee Valley Authority as a pioneering experiment in regional planning
Tennessee Valley Authority as a pioneering experiment in regional planning refers to the New Deal–era initiative that integrated flood control, electrification, economic development, and resource management across the Tennessee Valley to demonstrate coordinated, federally led regional modernization.
E954870 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: Tennessee Valley Authority as a pioneering experiment in regional planning | Statement: [TVA: Democracy on the March, describes, Tennessee Valley Authority as a pioneering experiment in regional planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tennessee Valley Authority as a pioneering experiment in regional planning
Context triple: [TVA: Democracy on the March, describes, Tennessee Valley Authority as a pioneering experiment in regional planning]
  • A. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • B. An Appalachian Trail: A Project in Regional Planning
    "An Appalachian Trail: A Project in Regional Planning" is the 1921 visionary essay by Benton MacKaye that first proposed the creation of the Appalachian Trail as both a long-distance footpath and a comprehensive regional planning initiative for conservation and community development.
  • C. Town Planning in Practice
    Town Planning in Practice is a seminal early 20th-century book on urban planning that helped shape modern town planning principles and the garden city movement.
  • D. “Domestic Marshall Plan” for American cities
    The “Domestic Marshall Plan” for American cities was Whitney Young’s proposal for a massive, federally funded program to combat urban poverty and racial inequality in the United States, modeled on the scale and urgency of the post–World War II Marshall Plan.
  • E. Athens Charter on functional city planning
    The Athens Charter on functional city planning is a landmark 20th-century urban planning manifesto that codified modernist principles of zoning, housing, transportation, and green space to guide the rational organization of cities.
  • 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: Tennessee Valley Authority as a pioneering experiment in regional planning
Triple: [TVA: Democracy on the March, describes, Tennessee Valley Authority as a pioneering experiment in regional planning]
Generated description
Tennessee Valley Authority as a pioneering experiment in regional planning refers to the New Deal–era initiative that integrated flood control, electrification, economic development, and resource management across the Tennessee Valley to demonstrate coordinated, federally led regional modernization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tennessee Valley Authority as a pioneering experiment in regional planning
Target entity description: Tennessee Valley Authority as a pioneering experiment in regional planning refers to the New Deal–era initiative that integrated flood control, electrification, economic development, and resource management across the Tennessee Valley to demonstrate coordinated, federally led regional modernization.
  • A. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • B. An Appalachian Trail: A Project in Regional Planning
    "An Appalachian Trail: A Project in Regional Planning" is the 1921 visionary essay by Benton MacKaye that first proposed the creation of the Appalachian Trail as both a long-distance footpath and a comprehensive regional planning initiative for conservation and community development.
  • C. Town Planning in Practice
    Town Planning in Practice is a seminal early 20th-century book on urban planning that helped shape modern town planning principles and the garden city movement.
  • D. “Domestic Marshall Plan” for American cities
    The “Domestic Marshall Plan” for American cities was Whitney Young’s proposal for a massive, federally funded program to combat urban poverty and racial inequality in the United States, modeled on the scale and urgency of the post–World War II Marshall Plan.
  • E. Athens Charter on functional city planning
    The Athens Charter on functional city planning is a landmark 20th-century urban planning manifesto that codified modernist principles of zoning, housing, transportation, and green space to guide the rational organization of cities.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90306fcf48190a963d2d1932288d1 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4408d497c8190b051225140125e1f completed May 1, 2026, 5:56 a.m.
NEDg Description generation batch_69f448fc874081908fe05f9d8aff11a3 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44afdc7b08190bdf47cfcb94c34c8 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.