Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007410

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007299

distance 0.099

#2 · Chandrapurcell 4730008315

distance 0.122

#3 · Chandrapurcell 4730007412

distance 0.143

#4 · Wardhacell 4980001097

distance 0.149 · cross-district

#5 · Chandrapurcell 4730007955

distance 0.164

#6 · Chandrapurcell 4730007903

distance 0.17

#7 · Chandrapurcell 4730008395

distance 0.17

#8 · Wardhacell 4980000467

distance 0.172 · cross-district

#9 · Chandrapurcell 4730007855

distance 0.174

#10 · Wardhacell 4980000305

distance 0.181 · cross-district

#11 · Chandrapurcell 4730007300

distance 0.186

#12 · Wardhacell 4980003294

distance 0.188 · cross-district

#13 · Chandrapurcell 4730006732

distance 0.188

#14 · Chandrapurcell 4730008056

distance 0.189

#15 · Yavatmalcell 5000007727

distance 0.191 · cross-district

#16 · Chandrapurcell 4730008142

distance 0.195

#17 · Chandrapurcell 4730007745

distance 0.195

#18 · Wardhacell 4980000605

distance 0.195 · 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":4730007410}}}'

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.