Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007579

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007298

distance 0.196

#2 · Chandrapurcell 4730003825

distance 0.213

#3 · Chandrapurcell 4730006999

distance 0.221

#4 · Chandrapurcell 4730006126

distance 0.222

#5 · Bhandaracell 4710001156

distance 0.222 · cross-district

#6 · Chandrapurcell 4730008583

distance 0.233

#7 · Chandrapurcell 4730007369

distance 0.233

#8 · Chandrapurcell 4730006828

distance 0.234

#9 · Gondiacell 4760003849

distance 0.236 · cross-district

#10 · Wardhacell 4980000224

distance 0.236 · cross-district

#11 · Chandrapurcell 4730006609

distance 0.237

#12 · Wardhacell 4980000632

distance 0.246 · cross-district

#13 · Gadchirolicell 4750010184

distance 0.247 · cross-district

#14 · Chandrapurcell 4730002932

distance 0.247

#15 · Chandrapurcell 4730004585

distance 0.248

#16 · Chandrapurcell 4730003279

distance 0.249

#17 · Wardhacell 4980000782

distance 0.254 · cross-district

#18 · Wardhacell 4980000841

distance 0.259 · 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":4730007579}}}'

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.