Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009211

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008542

distance 0.269

#2 · Chandrapurcell 4730009071

distance 0.281

#3 · Chandrapurcell 4730008551

distance 0.285

#4 · Chandrapurcell 4730009143

distance 0.289

#5 · Chhatrapati Sambhajinagarcell 4690007721

distance 0.295 · cross-district

#6 · Dhulecell 4740000197

distance 0.298 · cross-district

#7 · Gondiacell 4760000468

distance 0.311 · cross-district

#8 · Bhandaracell 4710001157

distance 0.312 · cross-district

#9 · Gondiacell 4760000655

distance 0.314 · cross-district

#10 · Chandrapurcell 4730007569

distance 0.318

#11 · Gadchirolicell 4750011581

distance 0.32 · cross-district

#12 · Jalgaoncell 4780000295

distance 0.323 · cross-district

#13 · Gondiacell 4760000492

distance 0.334 · cross-district

#14 · Nagpurcell 4840003847

distance 0.34 · cross-district

#15 · Dhulecell 4740000147

distance 0.343 · cross-district

#16 · Chandrapurcell 4730008629

distance 0.348

#17 · Gondiacell 4760000772

distance 0.351 · cross-district

#18 · Nashikcell 4870012742

distance 0.352 · 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":4730009211}}}'

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.