Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009713

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

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000212

distance 0.075 · cross-district

#2 · Chandrapurcell 4730009584

distance 0.084

#3 · Chandrapurcell 4730009579

distance 0.084

#4 · Chandrapurcell 4730009580

distance 0.089

#5 · Nagpurcell 4840000247

distance 0.104 · cross-district

#6 · Nagpurcell 4840000175

distance 0.105 · cross-district

#7 · Chandrapurcell 4730009714

distance 0.11

#8 · Nagpurcell 4840000241

distance 0.111 · cross-district

#9 · Chandrapurcell 4730009630

distance 0.114

#10 · Chandrapurcell 4730009577

distance 0.122

#11 · Chandrapurcell 4730009581

distance 0.129

#12 · Nagpurcell 4840000243

distance 0.136 · cross-district

#13 · Chandrapurcell 4730009349

distance 0.143

#14 · Chandrapurcell 4730009287

distance 0.156

#15 · Nagpurcell 4840000135

distance 0.158 · cross-district

#16 · Chandrapurcell 4730009288

distance 0.16

#17 · Chandrapurcell 4730008957

distance 0.161

#18 · Nagpurcell 4840000232

distance 0.163 · 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":473,"cluster_id":4730009713}}}'

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.