Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720006830

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005451

distance 0.126

#2 · Buldhanacell 4720006829

distance 0.126

#3 · Buldhanacell 4720005088

distance 0.135

#4 · Buldhanacell 4720006252

distance 0.149

#5 · Buldhanacell 4720006455

distance 0.15

#6 · Buldhanacell 4720006595

distance 0.152

#7 · Parbhanicell 4890004836

distance 0.161 · cross-district

#8 · Amravaticell 4680001635

distance 0.162 · cross-district

#9 · Buldhanacell 4720004339

distance 0.163

#10 · Akolacell 4670003595

distance 0.164 · cross-district

#11 · Buldhanacell 4720004269

distance 0.167

#12 · Buldhanacell 4720006749

distance 0.167

#13 · Akolacell 4670000993

distance 0.171 · cross-district

#14 · Nagpurcell 4840006911

distance 0.172 · cross-district

#15 · Buldhanacell 4720006662

distance 0.175

#16 · Amravaticell 4680001279

distance 0.176 · cross-district

#17 · Buldhanacell 4720006558

distance 0.178

#18 · Jalgaoncell 4780003948

distance 0.182 · 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":4720006830}}}'

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.