Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720002829

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004635

distance 0.148 · cross-district

#2 · Akolacell 4670000062

distance 0.152 · cross-district

#3 · Beedcell 4700003055

distance 0.155 · cross-district

#4 · Beedcell 4700002086

distance 0.176 · cross-district

#5 · Beedcell 4700002882

distance 0.178 · cross-district

#6 · Nandedcell 4850008356

distance 0.179 · cross-district

#7 · Buldhanacell 4720002612

distance 0.18

#8 · Nandedcell 4850008225

distance 0.18 · cross-district

#9 · Buldhanacell 4720002757

distance 0.181

#10 · Nandedcell 4850008318

distance 0.182 · cross-district

#11 · Ahmednagarcell 4660005989

distance 0.183 · cross-district

#12 · Beedcell 4700005067

distance 0.184 · cross-district

#13 · Parbhanicell 4890000143

distance 0.186 · cross-district

#14 · Beedcell 4700002250

distance 0.187 · cross-district

#15 · Parbhanicell 4890000183

distance 0.193 · cross-district

#16 · Buldhanacell 4720002909

distance 0.193

#17 · Beedcell 4700003429

distance 0.194 · cross-district

#18 · Beedcell 4700002249

distance 0.194 · 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":4720002829}}}'

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.