Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007654

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007652

distance 0.102

#2 · Chandrapurcell 4730008330

distance 0.141

#3 · Chandrapurcell 4730007653

distance 0.145

#4 · Chandrapurcell 4730007764

distance 0.145

#5 · Chandrapurcell 4730007421

distance 0.151

#6 · Chandrapurcell 4730008487

distance 0.163

#7 · Chandrapurcell 4730008069

distance 0.166

#8 · Chandrapurcell 4730008631

distance 0.17

#9 · Chandrapurcell 4730008707

distance 0.172

#10 · Nagpurcell 4840000016

distance 0.174 · cross-district

#11 · Chandrapurcell 4730007541

distance 0.175

#12 · Chandrapurcell 4730007428

distance 0.175

#13 · Chandrapurcell 4730007429

distance 0.176

#14 · Wardhacell 4980000759

distance 0.178 · cross-district

#15 · Chandrapurcell 4730008488

distance 0.178

#16 · Chandrapurcell 4730007544

distance 0.179

#17 · Chandrapurcell 4730007314

distance 0.181

#18 · Chandrapurcell 4730007763

distance 0.184

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":4730007654}}}'

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.