Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001682

The MH-36 locality cells most similar to this Nanded 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001755

distance 0.094

#2 · Nandedcell 4850002073

distance 0.111

#3 · Nandedcell 4850001464

distance 0.117

#4 · Nandedcell 4850001690

distance 0.123

#5 · Nandedcell 4850002352

distance 0.125

#6 · Nandedcell 4850001465

distance 0.141

#7 · Nandedcell 4850003510

distance 0.163

#8 · Parbhanicell 4890001188

distance 0.175 · cross-district

#9 · Laturcell 4810005430

distance 0.191 · cross-district

#10 · Laturcell 4810005559

distance 0.192 · cross-district

#11 · Dharashivcell 4880003400

distance 0.195 · cross-district

#12 · Dharashivcell 4880003040

distance 0.196 · cross-district

#13 · Dharashivcell 4880003968

distance 0.196 · cross-district

#14 · Nandedcell 4850004317

distance 0.198

#15 · Nandedcell 4850003135

distance 0.199

#16 · Laturcell 4810006167

distance 0.2 · cross-district

#17 · Nandedcell 4850004453

distance 0.202

#18 · Parbhanicell 4890000259

distance 0.202 · 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":485,"cluster_id":4850001682}}}'

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.