Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006491

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007428

distance 0.161 · cross-district

#2 · Chandrapurcell 4730007056

distance 0.164

#3 · Nagpurcell 4840000487

distance 0.169 · cross-district

#4 · Chandrapurcell 4730007836

distance 0.184

#5 · Nagpurcell 4840000665

distance 0.186 · cross-district

#6 · Yavatmalcell 5000006212

distance 0.192 · cross-district

#7 · Chandrapurcell 4730007719

distance 0.193

#8 · Nagpurcell 4840002791

distance 0.194 · cross-district

#9 · Chandrapurcell 4730006604

distance 0.195

#10 · Yavatmalcell 5000002704

distance 0.198 · cross-district

#11 · Yavatmalcell 5000003315

distance 0.199 · cross-district

#12 · Yavatmalcell 5000008441

distance 0.2 · cross-district

#13 · Yavatmalcell 5000004371

distance 0.2 · cross-district

#14 · Yavatmalcell 5000002850

distance 0.202 · cross-district

#15 · Yavatmalcell 5000003307

distance 0.204 · cross-district

#16 · Wardhacell 4980001077

distance 0.206 · cross-district

#17 · Nagpurcell 4840006376

distance 0.206 · cross-district

#18 · Yavatmalcell 5000003306

distance 0.207 · 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":4730006491}}}'

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.