Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002258

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006817

distance 0.173 · cross-district

#2 · Jalgaoncell 4780006666

distance 0.179 · cross-district

#3 · Chandrapurcell 4730002256

distance 0.192

#4 · Chandrapurcell 4730002041

distance 0.199

#5 · Chandrapurcell 4730004792

distance 0.203

#6 · Chandrapurcell 4730000728

distance 0.204

#7 · Chandrapurcell 4730003510

distance 0.204

#8 · Chandrapurcell 4730002190

distance 0.213

#9 · Chandrapurcell 4730004885

distance 0.218

#10 · Chandrapurcell 4730003363

distance 0.24

#11 · Chandrapurcell 4730001962

distance 0.241

#12 · Chandrapurcell 4730004694

distance 0.251

#13 · Chandrapurcell 4730001533

distance 0.251

#14 · Chandrapurcell 4730004695

distance 0.255

#15 · Jalgaoncell 4780006815

distance 0.255 · cross-district

#16 · Chandrapurcell 4730001071

distance 0.256

#17 · Nagpurcell 4840000874

distance 0.257 · cross-district

#18 · Jalgaoncell 4780003170

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":4730002258}}}'

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.