Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003745

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003511

distance 0.184

#2 · Chandrapurcell 4730003008

distance 0.198

#3 · Chandrapurcell 4730003426

distance 0.214

#4 · Chandrapurcell 4730008839

distance 0.216

#5 · Jalgaoncell 4780003073

distance 0.218 · cross-district

#6 · Chandrapurcell 4730006899

distance 0.221

#7 · Chandrapurcell 4730004303

distance 0.225

#8 · Chandrapurcell 4730004204

distance 0.233

#9 · Chandrapurcell 4730003517

distance 0.242

#10 · Gadchirolicell 4750008682

distance 0.242 · cross-district

#11 · Gadchirolicell 4750010843

distance 0.247 · cross-district

#12 · Gadchirolicell 4750011316

distance 0.248 · cross-district

#13 · Chandrapurcell 4730004196

distance 0.249

#14 · Chandrapurcell 4730006671

distance 0.249

#15 · Gadchirolicell 4750010577

distance 0.254 · cross-district

#16 · Gadchirolicell 4750009199

distance 0.255 · cross-district

#17 · Jalgaoncell 4780003487

distance 0.256 · cross-district

#18 · Jalgaoncell 4780002771

distance 0.256 · 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":4730003745}}}'

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.