Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002389

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002462

distance 0.18

#2 · Gadchirolicell 4750009054

distance 0.22 · cross-district

#3 · Jalgaoncell 4780004192

distance 0.223 · cross-district

#4 · Chandrapurcell 4730002265

distance 0.228

#5 · Chandrapurcell 4730002327

distance 0.23

#6 · Bhandaracell 4710002288

distance 0.237 · cross-district

#7 · Chandrapurcell 4730002395

distance 0.239

#8 · Chandrapurcell 4730003557

distance 0.239

#9 · Jalgaoncell 4780004403

distance 0.24 · cross-district

#10 · Akolacell 4670003387

distance 0.24 · cross-district

#11 · Gadchirolicell 4750009011

distance 0.244 · cross-district

#12 · Bhandaracell 4710001608

distance 0.245 · cross-district

#13 · Akolacell 4670001212

distance 0.25 · cross-district

#14 · Amravaticell 4680001732

distance 0.253 · cross-district

#15 · Chandrapurcell 4730004188

distance 0.259

#16 · Jalgaoncell 4780004422

distance 0.259 · cross-district

#17 · Chandrapurcell 4730002045

distance 0.26

#18 · Jalgaoncell 4780005767

distance 0.263 · 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":4730002389}}}'

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.