Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001421

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002105

distance 0.095

#2 · Chandrapurcell 4730002023

distance 0.096

#3 · Chandrapurcell 4730002555

distance 0.125

#4 · Chandrapurcell 4730001511

distance 0.128

#5 · Chandrapurcell 4730002101

distance 0.132

#6 · Chandrapurcell 4730002359

distance 0.134

#7 · Chandrapurcell 4730001327

distance 0.14

#8 · Chandrapurcell 4730001935

distance 0.141

#9 · Chandrapurcell 4730001422

distance 0.146

#10 · Chandrapurcell 4730002563

distance 0.147

#11 · Chandrapurcell 4730001138

distance 0.149

#12 · Chandrapurcell 4730001603

distance 0.152

#13 · Chandrapurcell 4730001236

distance 0.154

#14 · Chandrapurcell 4730001417

distance 0.157

#15 · Nandedcell 4850000505

distance 0.158 · cross-district

#16 · Chandrapurcell 4730002239

distance 0.165

#17 · Chandrapurcell 4730002215

distance 0.165

#18 · Chandrapurcell 4730001134

distance 0.166

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":4730001421}}}'

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.