Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006995

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008310

distance 0.145

#2 · Chandrapurcell 4730003733

distance 0.215

#3 · Chandrapurcell 4730003657

distance 0.222

#4 · Chandrapurcell 4730007116

distance 0.228

#5 · Beedcell 4700007247

distance 0.242 · cross-district

#6 · Gondiacell 4760000203

distance 0.245 · cross-district

#7 · Chandrapurcell 4730006392

distance 0.247

#8 · Gadchirolicell 4750011863

distance 0.247 · cross-district

#9 · Bhandaracell 4710000592

distance 0.257 · cross-district

#10 · Gondiacell 4760000433

distance 0.258 · cross-district

#11 · Bhandaracell 4710000318

distance 0.259 · cross-district

#12 · Chandrapurcell 4730008561

distance 0.262

#13 · Chandrapurcell 4730007415

distance 0.266

#14 · Chandrapurcell 4730004469

distance 0.271

#15 · Bhandaracell 4710000552

distance 0.272 · cross-district

#16 · Chandrapurcell 4730006051

distance 0.273

#17 · Wardhacell 4980000902

distance 0.277 · cross-district

#18 · Chandrapurcell 4730005750

distance 0.278

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":4730006995}}}'

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.