Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006147

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005480

distance 0.183

#2 · Chandrapurcell 4730005803

distance 0.186

#3 · Chandrapurcell 4730006033

distance 0.189

#4 · Yavatmalcell 5000006654

distance 0.193 · cross-district

#5 · Chandrapurcell 4730006146

distance 0.205

#6 · Yavatmalcell 5000008424

distance 0.211 · cross-district

#7 · Chandrapurcell 4730005575

distance 0.218

#8 · Yavatmalcell 5000007920

distance 0.224 · cross-district

#9 · Bhandaracell 4710001024

distance 0.228 · cross-district

#10 · Nagpurcell 4840002448

distance 0.229 · cross-district

#11 · Yavatmalcell 5000009143

distance 0.23 · cross-district

#12 · Nagpurcell 4840001778

distance 0.232 · cross-district

#13 · Chandrapurcell 4730006032

distance 0.234

#14 · Chandrapurcell 4730005916

distance 0.234

#15 · Nagpurcell 4840001189

distance 0.235 · cross-district

#16 · Yavatmalcell 5000006458

distance 0.235 · cross-district

#17 · Chandrapurcell 4730005801

distance 0.236

#18 · Yavatmalcell 5000006315

distance 0.237 · 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":4730006147}}}'

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.