Triple
T19806168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthurdale, West Virginia |
E475815
|
entity |
| Predicate | associatedWithProgram |
P2830
|
FINISHED |
| Object |
Subsistence Homesteads Program
The Subsistence Homesteads Program was a New Deal initiative that created planned rural communities to provide struggling families with small homes, land, and part-time employment for greater economic self-sufficiency.
|
E1395722
|
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: Subsistence Homesteads Program | Statement: [Arthurdale, West Virginia, associatedWithProgram, Subsistence Homesteads Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subsistence Homesteads Program Context triple: [Arthurdale, West Virginia, associatedWithProgram, Subsistence Homesteads Program]
-
A.
Urban Homesteading program
The Urban Homesteading program is a U.S. federal initiative that allowed individuals to acquire vacant, government-owned homes at little or no cost in exchange for rehabilitating and occupying them, aiming to revitalize distressed neighborhoods.
-
B.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
C.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
-
D.
Division of Subsistence
The Division of Subsistence is a branch of Alaska’s state fish and wildlife management that researches, documents, and helps manage customary and traditional wild resource use by rural and Indigenous residents.
-
E.
Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
- 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: Subsistence Homesteads Program Triple: [Arthurdale, West Virginia, associatedWithProgram, Subsistence Homesteads Program]
Generated description
The Subsistence Homesteads Program was a New Deal initiative that created planned rural communities to provide struggling families with small homes, land, and part-time employment for greater economic self-sufficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subsistence Homesteads Program Target entity description: The Subsistence Homesteads Program was a New Deal initiative that created planned rural communities to provide struggling families with small homes, land, and part-time employment for greater economic self-sufficiency.
-
A.
Urban Homesteading program
The Urban Homesteading program is a U.S. federal initiative that allowed individuals to acquire vacant, government-owned homes at little or no cost in exchange for rehabilitating and occupying them, aiming to revitalize distressed neighborhoods.
-
B.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
-
C.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
-
D.
Division of Subsistence
The Division of Subsistence is a branch of Alaska’s state fish and wildlife management that researches, documents, and helps manage customary and traditional wild resource use by rural and Indigenous residents.
-
E.
Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
- 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65428081c8190b394c442f4c2a9a6 |
completed | April 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c50c6a7c81908bf0d55dad7a6556 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c66178108190a6fc2d7566af44ad |
completed | May 16, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c73b731881909c8abaeb541e34f9 |
completed | May 16, 2026, 1:24 a.m. |
Created at: April 10, 2026, 1:49 p.m.