Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005821

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005936

distance 0.149

#2 · Chandrapurcell 4730005937

distance 0.155

#3 · Chandrapurcell 4730006765

distance 0.173

#4 · Chandrapurcell 4730005015

distance 0.183

#5 · Chandrapurcell 4730006764

distance 0.183

#6 · Yavatmalcell 5000003992

distance 0.19 · cross-district

#7 · Chandrapurcell 4730005606

distance 0.196

#8 · Chandrapurcell 4730005639

distance 0.212

#9 · Yavatmalcell 5000005607

distance 0.215 · cross-district

#10 · Yavatmalcell 5000002969

distance 0.215 · cross-district

#11 · Gadchirolicell 4750004696

distance 0.216 · cross-district

#12 · Nagpurcell 4840000455

distance 0.22 · cross-district

#13 · Wardhacell 4980000930

distance 0.221 · cross-district

#14 · Yavatmalcell 5000002350

distance 0.222 · cross-district

#15 · Chandrapurcell 4730005500

distance 0.224

#16 · Yavatmalcell 5000003818

distance 0.224 · cross-district

#17 · Chandrapurcell 4730005939

distance 0.225

#18 · Yavatmalcell 5000005280

distance 0.226 · 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":4730005821}}}'

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.