Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003060

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002982

distance 0.232

#2 · Gadchirolicell 4750007216

distance 0.235 · cross-district

#3 · Chandrapurcell 4730008296

distance 0.241

#4 · Gadchirolicell 4750010384

distance 0.244 · cross-district

#5 · Chandrapurcell 4730003483

distance 0.245

#6 · Akolacell 4670004242

distance 0.257 · cross-district

#7 · Gadchirolicell 4750007830

distance 0.258 · cross-district

#8 · Gadchirolicell 4750009674

distance 0.258 · cross-district

#9 · Amravaticell 4680005493

distance 0.273 · cross-district

#10 · Amravaticell 4680002478

distance 0.273 · cross-district

#11 · Amravaticell 4680006711

distance 0.275 · cross-district

#12 · Gadchirolicell 4750006987

distance 0.282 · cross-district

#13 · Chandrapurcell 4730003298

distance 0.286

#14 · Gadchirolicell 4750009808

distance 0.287 · cross-district

#15 · Amravaticell 4680006901

distance 0.29 · cross-district

#16 · Chandrapurcell 4730007519

distance 0.291

#17 · Gadchirolicell 4750008251

distance 0.302 · cross-district

#18 · Nandedcell 4850000288

distance 0.305 · 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":4730003060}}}'

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.