Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006338

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006551

distance 0.154

#2 · Chandrapurcell 4730005145

distance 0.188

#3 · Chandrapurcell 4730008695

distance 0.204

#4 · Chandrapurcell 4730007104

distance 0.227

#5 · Chandrapurcell 4730008618

distance 0.23

#6 · Chandrapurcell 4730004862

distance 0.24

#7 · Gadchirolicell 4750010369

distance 0.243 · cross-district

#8 · Chandrapurcell 4730006221

distance 0.246

#9 · Bhandaracell 4710000335

distance 0.246 · cross-district

#10 · Gadchirolicell 4750011719

distance 0.249 · cross-district

#11 · Chandrapurcell 4730006546

distance 0.251

#12 · Jalgaoncell 4780000388

distance 0.255 · cross-district

#13 · Gadchirolicell 4750011718

distance 0.255 · cross-district

#14 · Gondiacell 4760000066

distance 0.256 · cross-district

#15 · Chandrapurcell 4730005484

distance 0.264

#16 · Gadchirolicell 4750011720

distance 0.265 · cross-district

#17 · Gadchirolicell 4750011900

distance 0.266 · cross-district

#18 · Gadchirolicell 4750011958

distance 0.266 · 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":4730006338}}}'

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.