Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003219

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002999

distance 0.173

#2 · Nagpurcell 4840001011

distance 0.187 · cross-district

#3 · Chandrapurcell 4730003645

distance 0.189

#4 · Gadchirolicell 4750007972

distance 0.208 · cross-district

#5 · Gadchirolicell 4750007480

distance 0.214 · cross-district

#6 · Chandrapurcell 4730003795

distance 0.217

#7 · Yavatmalcell 5000007864

distance 0.218 · cross-district

#8 · Gadchirolicell 4750007541

distance 0.218 · cross-district

#9 · Gadchirolicell 4750010189

distance 0.22 · cross-district

#10 · Yavatmalcell 5000003430

distance 0.223 · cross-district

#11 · Chandrapurcell 4730009120

distance 0.224

#12 · Chandrapurcell 4730007069

distance 0.226

#13 · Buldhanacell 4720007045

distance 0.228 · cross-district

#14 · Gadchirolicell 4750006783

distance 0.229 · cross-district

#15 · Chandrapurcell 4730002723

distance 0.229

#16 · Chandrapurcell 4730006667

distance 0.23

#17 · Amravaticell 4680004660

distance 0.231 · cross-district

#18 · Gadchirolicell 4750008027

distance 0.232 · 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":4730003219}}}'

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.