Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004480

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007107

distance 0.151

#2 · Chandrapurcell 4730004771

distance 0.16

#3 · Chandrapurcell 4730005055

distance 0.209

#4 · Chandrapurcell 4730007217

distance 0.214

#5 · Gadchirolicell 4750010903

distance 0.219 · cross-district

#6 · Chandrapurcell 4730008173

distance 0.224

#7 · Chandrapurcell 4730007003

distance 0.225

#8 · Gadchirolicell 4750009924

distance 0.226 · cross-district

#9 · Chandrapurcell 4730007915

distance 0.231

#10 · Bhandaracell 4710000383

distance 0.232 · cross-district

#11 · Chandrapurcell 4730004479

distance 0.233

#12 · Chandrapurcell 4730004862

distance 0.236

#13 · Chandrapurcell 4730004595

distance 0.241

#14 · Chandrapurcell 4730004576

distance 0.243

#15 · Chandrapurcell 4730008378

distance 0.246

#16 · Chandrapurcell 4730008532

distance 0.249

#17 · Chandrapurcell 4730007230

distance 0.25

#18 · Chandrapurcell 4730009373

distance 0.252

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":4730004480}}}'

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.