Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006885

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007937

distance 0.279

#2 · Parbhanicell 4890001181

distance 0.282 · cross-district

#3 · Chandrapurcell 4730009674

distance 0.301

#4 · Buldhanacell 4720002136

distance 0.309 · cross-district

#5 · Buldhanacell 4720002882

distance 0.311 · cross-district

#6 · Yavatmalcell 5000000931

distance 0.317 · cross-district

#7 · Chandrapurcell 4730007828

distance 0.318

#8 · Bhandaracell 4710000030

distance 0.318 · cross-district

#9 · Chandrapurcell 4730008597

distance 0.319

#10 · Chandrapurcell 4730002883

distance 0.321

#11 · Washimcell 4990003246

distance 0.324 · cross-district

#12 · Chandrapurcell 4730008782

distance 0.33

#13 · Chandrapurcell 4730007606

distance 0.334

#14 · Jalgaoncell 4780003063

distance 0.337 · cross-district

#15 · Chandrapurcell 4730009333

distance 0.338

#16 · Yavatmalcell 5000002188

distance 0.344 · cross-district

#17 · Bhandaracell 4710000039

distance 0.345 · cross-district

#18 · Gadchirolicell 4750011393

distance 0.35 · 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":4730006885}}}'

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.