Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006372

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006373

distance 0.09

#2 · Chandrapurcell 4730005371

distance 0.097

#3 · Yavatmalcell 5000008085

distance 0.109 · cross-district

#4 · Chandrapurcell 4730005474

distance 0.111

#5 · Chandrapurcell 4730005798

distance 0.144

#6 · Yavatmalcell 5000007831

distance 0.145 · cross-district

#7 · Chandrapurcell 4730006370

distance 0.152

#8 · Chandrapurcell 4730006145

distance 0.158

#9 · Chandrapurcell 4730005692

distance 0.164

#10 · Chandrapurcell 4730005793

distance 0.164

#11 · Nagpurcell 4840001601

distance 0.167 · cross-district

#12 · Bhandaracell 4710001714

distance 0.169 · cross-district

#13 · Yavatmalcell 5000007247

distance 0.171 · cross-district

#14 · Chandrapurcell 4730005584

distance 0.173

#15 · Yavatmalcell 5000008209

distance 0.175 · cross-district

#16 · Yavatmalcell 5000006856

distance 0.176 · cross-district

#17 · Yavatmalcell 5000008210

distance 0.177 · cross-district

#18 · Bhandaracell 4710001661

distance 0.177 · 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":4730006372}}}'

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.