Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009048

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

0.041

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009248

distance 0.041

#2 · Chandrapurcell 4730008601

distance 0.115

#3 · Chandrapurcell 4730009375

distance 0.135

#4 · Chandrapurcell 4730009374

distance 0.137

#5 · Chandrapurcell 4730007463

distance 0.141

#6 · Chandrapurcell 4730007577

distance 0.147

#7 · Chandrapurcell 4730007348

distance 0.153

#8 · Chandrapurcell 4730007352

distance 0.161

#9 · Chandrapurcell 4730009317

distance 0.161

#10 · Chandrapurcell 4730007456

distance 0.162

#11 · Chandrapurcell 4730009310

distance 0.164

#12 · Chandrapurcell 4730007362

distance 0.165

#13 · Chandrapurcell 4730009311

distance 0.17

#14 · Chandrapurcell 4730007458

distance 0.171

#15 · Chandrapurcell 4730008977

distance 0.172

#16 · Chandrapurcell 4730008602

distance 0.172

#17 · Chandrapurcell 4730007466

distance 0.173

#18 · Bhandaracell 4710001723

distance 0.174 · 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":4730009048}}}'

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.