Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007519

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008296

distance 0.187

#2 · Gadchirolicell 4750010384

distance 0.231 · cross-district

#3 · Wardhacell 4980003313

distance 0.248 · cross-district

#4 · Wardhacell 4980002077

distance 0.268 · cross-district

#5 · Yavatmalcell 5000006200

distance 0.284 · cross-district

#6 · Gadchirolicell 4750009808

distance 0.288 · cross-district

#7 · Yavatmalcell 5000006738

distance 0.289 · cross-district

#8 · Chandrapurcell 4730003060

distance 0.291

#9 · Gondiacell 4760000275

distance 0.294 · cross-district

#10 · Bhandaracell 4710000916

distance 0.299 · cross-district

#11 · Chandrapurcell 4730006987

distance 0.302

#12 · Yavatmalcell 5000003014

distance 0.311 · cross-district

#13 · Chandrapurcell 4730006128

distance 0.313

#14 · Gadchirolicell 4750010389

distance 0.315 · cross-district

#15 · Wardhacell 4980001750

distance 0.32 · cross-district

#16 · Gondiacell 4760000340

distance 0.325 · cross-district

#17 · Nagpurcell 4840001535

distance 0.326 · cross-district

#18 · Chandrapurcell 4730007777

distance 0.328

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":4730007519}}}'

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.