Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005388

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006775

distance 0.107

#2 · Chandrapurcell 4730006429

distance 0.156

#3 · Wardhacell 4980000923

distance 0.16 · cross-district

#4 · Chandrapurcell 4730005390

distance 0.161

#5 · Wardhacell 4980001107

distance 0.168 · cross-district

#6 · Chandrapurcell 4730005490

distance 0.169

#7 · Chandrapurcell 4730005698

distance 0.17

#8 · Chandrapurcell 4730005385

distance 0.173

#9 · Chandrapurcell 4730005494

distance 0.176

#10 · Chandrapurcell 4730006045

distance 0.179

#11 · Yavatmalcell 5000002323

distance 0.179 · cross-district

#12 · Chandrapurcell 4730006087

distance 0.181

#13 · Chandrapurcell 4730005394

distance 0.182

#14 · Chandrapurcell 4730005701

distance 0.183

#15 · Wardhacell 4980001015

distance 0.185 · cross-district

#16 · Chandrapurcell 4730007001

distance 0.187

#17 · Yavatmalcell 5000009312

distance 0.188 · cross-district

#18 · Yavatmalcell 5000005312

distance 0.191 · 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":4730005388}}}'

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.