Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002948

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002659

distance 0.196

#2 · Chandrapurcell 4730003224

distance 0.21

#3 · Chandrapurcell 4730003020

distance 0.213

#4 · Gadchirolicell 4750007532

distance 0.23 · cross-district

#5 · Chandrapurcell 4730004123

distance 0.231

#6 · Gadchirolicell 4750007910

distance 0.235 · cross-district

#7 · Gadchirolicell 4750007968

distance 0.238 · cross-district

#8 · Chandrapurcell 4730003516

distance 0.238

#9 · Chandrapurcell 4730003011

distance 0.247

#10 · Bhandaracell 4710001424

distance 0.248 · cross-district

#11 · Gadchirolicell 4750007595

distance 0.249 · cross-district

#12 · Yavatmalcell 5000004442

distance 0.252 · cross-district

#13 · Washimcell 4990003497

distance 0.256 · cross-district

#14 · Gadchirolicell 4750009616

distance 0.258 · cross-district

#15 · Chandrapurcell 4730003889

distance 0.259

#16 · Gadchirolicell 4750008511

distance 0.259 · cross-district

#17 · Gadchirolicell 4750007747

distance 0.26 · cross-district

#18 · Gadchirolicell 4750006688

distance 0.26 · 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":4730002948}}}'

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.