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.