Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003441

The MH-36 locality cells most similar to this Buldhana cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003747

distance 0.138

#2 · Buldhanacell 4720005140

distance 0.138

#3 · Buldhanacell 4720003363

distance 0.162

#4 · Wardhacell 4980005465

distance 0.176 · cross-district

#5 · Buldhanacell 4720003746

distance 0.184

#6 · Akolacell 4670000207

distance 0.19 · cross-district

#7 · Jalgaoncell 4780002060

distance 0.197 · cross-district

#8 · Jalgaoncell 4780001743

distance 0.202 · cross-district

#9 · Amravaticell 4680000813

distance 0.202 · cross-district

#10 · Buldhanacell 4720004109

distance 0.203

#11 · Jalgaoncell 4780001162

distance 0.206 · cross-district

#12 · Amravaticell 4680007394

distance 0.207 · cross-district

#13 · Jalgaoncell 4780003094

distance 0.212 · cross-district

#14 · Buldhanacell 4720005644

distance 0.213

#15 · Washimcell 4990003652

distance 0.215 · cross-district

#16 · Parbhanicell 4890004489

distance 0.217 · cross-district

#17 · Amravaticell 4680001753

distance 0.221 · cross-district

#18 · Washimcell 4990003653

distance 0.222 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":472,"cluster_id":4720003441}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.