Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007745

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000305

distance 0.131 · cross-district

#2 · Wardhacell 4980000412

distance 0.162 · cross-district

#3 · Wardhacell 4980000543

distance 0.167 · cross-district

#4 · Chandrapurcell 4730006838

distance 0.169

#5 · Wardhacell 4980000544

distance 0.169 · cross-district

#6 · Chandrapurcell 4730008047

distance 0.173

#7 · Wardhacell 4980001193

distance 0.175 · cross-district

#8 · Chandrapurcell 4730007580

distance 0.178

#9 · Chandrapurcell 4730008233

distance 0.178

#10 · Chandrapurcell 4730007342

distance 0.179

#11 · Chandrapurcell 4730007295

distance 0.18

#12 · Wardhacell 4980000540

distance 0.181 · cross-district

#13 · Wardhacell 4980000668

distance 0.181 · cross-district

#14 · Wardhacell 4980000906

distance 0.182 · cross-district

#15 · Chandrapurcell 4730008144

distance 0.183

#16 · Chandrapurcell 4730008316

distance 0.185

#17 · Jalgaoncell 4780002451

distance 0.185 · cross-district

#18 · Yavatmalcell 5000006514

distance 0.187 · 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":4730007745}}}'

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.