Triple

T19806143
Position Surface form Disambiguated ID Type / Status
Subject Arthurdale, West Virginia E475815 entity
Predicate federalAgencyInvolved P10243 FINISHED
Object Subsistence Homesteads Division
The Subsistence Homesteads Division was a New Deal-era U.S. federal agency that developed planned rural communities to provide low-income families with small homes and land for semi-self-sufficient living.
 E1395719 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 Division | Statement: [Arthurdale, West Virginia, federalAgencyInvolved, Subsistence Homesteads Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Subsistence Homesteads Division
Context triple: [Arthurdale, West Virginia, federalAgencyInvolved, Subsistence Homesteads Division]
  • A. 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.
  • B. Division of Agricultural Resource Development
    The Division of Agricultural Resource Development is a unit within Maine’s state government that supports and promotes the growth, marketing, and sustainability of the state’s agricultural industries.
  • C. Agriculture Division
    Agriculture Division was the agribusiness segment of DowDuPont focused on seeds, crop protection products, and agricultural technologies.
  • D. Rural Housing Service
    The Rural Housing Service is a U.S. federal agency that provides loans, grants, and other assistance to improve housing and community facilities in rural areas.
  • E. Rural Development Service
    The Rural Development Service was a UK government agency responsible for promoting sustainable rural communities, land management, and environmental stewardship, particularly in the English countryside.
  • 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 Division
Triple: [Arthurdale, West Virginia, federalAgencyInvolved, Subsistence Homesteads Division]
Generated description
The Subsistence Homesteads Division was a New Deal-era U.S. federal agency that developed planned rural communities to provide low-income families with small homes and land for semi-self-sufficient living.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Subsistence Homesteads Division
Target entity description: The Subsistence Homesteads Division was a New Deal-era U.S. federal agency that developed planned rural communities to provide low-income families with small homes and land for semi-self-sufficient living.
  • A. 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.
  • B. Division of Agricultural Resource Development
    The Division of Agricultural Resource Development is a unit within Maine’s state government that supports and promotes the growth, marketing, and sustainability of the state’s agricultural industries.
  • C. Agriculture Division
    Agriculture Division was the agribusiness segment of DowDuPont focused on seeds, crop protection products, and agricultural technologies.
  • D. Rural Housing Service
    The Rural Housing Service is a U.S. federal agency that provides loans, grants, and other assistance to improve housing and community facilities in rural areas.
  • E. Rural Development Service
    The Rural Development Service was a UK government agency responsible for promoting sustainable rural communities, land management, and environmental stewardship, particularly in the English countryside.
  • 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.