Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008349

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008583

distance 0.227

#2 · Chandrapurcell 4730008101

distance 0.261

#3 · Bhandaracell 4710001716

distance 0.285 · cross-district

#4 · Gondiacell 4760001452

distance 0.295 · cross-district

#5 · Gadchirolicell 4750010645

distance 0.298 · cross-district

#6 · Wardhacell 4980000517

distance 0.302 · cross-district

#7 · Gadchirolicell 4750009327

distance 0.306 · cross-district

#8 · Bhandaracell 4710001894

distance 0.312 · cross-district

#9 · Jalgaoncell 4780000257

distance 0.318 · cross-district

#10 · Chandrapurcell 4730007674

distance 0.326

#11 · Chandrapurcell 4730008835

distance 0.327

#12 · Chandrapurcell 4730006543

distance 0.332

#13 · Chandrapurcell 4730005675

distance 0.333

#14 · Chandrapurcell 4730008440

distance 0.343

#15 · Bhandaracell 4710000405

distance 0.345 · cross-district

#16 · Gadchirolicell 4750011672

distance 0.345 · cross-district

#17 · Gadchirolicell 4750009199

distance 0.345 · cross-district

#18 · Yavatmalcell 5000009711

distance 0.346 · 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":4730008349}}}'

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.