Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003886

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001858

distance 0.187 · cross-district

#2 · Chandrapurcell 4730003417

distance 0.188

#3 · Chandrapurcell 4730001913

distance 0.19

#4 · Gadchirolicell 4750007490

distance 0.194 · cross-district

#5 · Gadchirolicell 4750007134

distance 0.194 · cross-district

#6 · Gadchirolicell 4750008554

distance 0.195 · cross-district

#7 · Gadchirolicell 4750008681

distance 0.195 · cross-district

#8 · Yavatmalcell 5000007987

distance 0.195 · cross-district

#9 · Chandrapurcell 4730004205

distance 0.196

#10 · Gadchirolicell 4750008113

distance 0.198 · cross-district

#11 · Amravaticell 4680004460

distance 0.199 · cross-district

#12 · Gadchirolicell 4750006374

distance 0.199 · cross-district

#13 · Chandrapurcell 4730003491

distance 0.199

#14 · Gadchirolicell 4750008625

distance 0.2 · cross-district

#15 · Gadchirolicell 4750009993

distance 0.202 · cross-district

#16 · Amravaticell 4680007180

distance 0.203 · cross-district

#17 · Gadchirolicell 4750010253

distance 0.204 · cross-district

#18 · Chandrapurcell 4730003648

distance 0.205

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":4730003886}}}'

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.