Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002932

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003279

distance 0.182

#2 · Gadchirolicell 4750007900

distance 0.213 · cross-district

#3 · Chandrapurcell 4730003493

distance 0.227

#4 · Gadchirolicell 4750010184

distance 0.24 · cross-district

#5 · Chandrapurcell 4730001957

distance 0.244

#6 · Gadchirolicell 4750006862

distance 0.246 · cross-district

#7 · Akolacell 4670002455

distance 0.246 · cross-district

#8 · Solapurcell 4960011966

distance 0.247 · cross-district

#9 · Chandrapurcell 4730007579

distance 0.247

#10 · Chandrapurcell 4730003419

distance 0.249

#11 · Ahmednagarcell 4660002902

distance 0.251 · cross-district

#12 · Chandrapurcell 4730004064

distance 0.251

#13 · Buldhanacell 4720005874

distance 0.251 · cross-district

#14 · Solapurcell 4960009269

distance 0.252 · cross-district

#15 · Nashikcell 4870011469

distance 0.254 · cross-district

#16 · Chandrapurcell 4730002281

distance 0.254

#17 · Jalgaoncell 4780004997

distance 0.254 · cross-district

#18 · Akolacell 4670003088

distance 0.257 · 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":4730002932}}}'

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.