Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009348

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009349

distance 0.09

#2 · Chandrapurcell 4730009289

distance 0.107

#3 · Chandrapurcell 4730009287

distance 0.129

#4 · Chandrapurcell 4730009158

distance 0.134

#5 · Chandrapurcell 4730009090

distance 0.135

#6 · Chandrapurcell 4730008880

distance 0.143

#7 · Chandrapurcell 4730008582

distance 0.143

#8 · Chandrapurcell 4730009345

distance 0.145

#9 · Chandrapurcell 4730009222

distance 0.147

#10 · Chandrapurcell 4730009094

distance 0.148

#11 · Nagpurcell 4840000175

distance 0.149 · cross-district

#12 · Nagpurcell 4840000247

distance 0.151 · cross-district

#13 · Chandrapurcell 4730009579

distance 0.153

#14 · Chandrapurcell 4730009019

distance 0.154

#15 · Nagpurcell 4840000212

distance 0.154 · cross-district

#16 · Chandrapurcell 4730009584

distance 0.158

#17 · Chandrapurcell 4730009340

distance 0.159

#18 · Chandrapurcell 4730009580

distance 0.162

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":4730009348}}}'

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.