Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000140

The MH-36 locality cells most similar to this Chandrapur 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000190

distance 0.106

#2 · Chandrapurcell 4730000533

distance 0.137

#3 · Chandrapurcell 4730000368

distance 0.149

#4 · Chandrapurcell 4730000142

distance 0.153

#5 · Chandrapurcell 4730000192

distance 0.153

#6 · Chandrapurcell 4730000118

distance 0.159

#7 · Nandedcell 4850006319

distance 0.168 · cross-district

#8 · Chandrapurcell 4730000163

distance 0.173

#9 · Nandedcell 4850006723

distance 0.176 · cross-district

#10 · Chandrapurcell 4730000370

distance 0.185

#11 · Nandedcell 4850006480

distance 0.185 · cross-district

#12 · Nandedcell 4850007453

distance 0.187 · cross-district

#13 · Chandrapurcell 4730000258

distance 0.192

#14 · Nandedcell 4850006410

distance 0.196 · cross-district

#15 · Chandrapurcell 4730000257

distance 0.198

#16 · Nandedcell 4850006335

distance 0.2 · cross-district

#17 · Nandedcell 4850007028

distance 0.203 · cross-district

#18 · Chandrapurcell 4730000377

distance 0.203

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":473,"cluster_id":4730000140}}}'

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.