Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005488

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006738

distance 0.127

#2 · Chandrapurcell 4730005594

distance 0.159

#3 · Chandrapurcell 4730006157

distance 0.166

#4 · Chandrapurcell 4730006627

distance 0.167

#5 · Chandrapurcell 4730006170

distance 0.169

#6 · Yavatmalcell 5000006344

distance 0.169 · cross-district

#7 · Chandrapurcell 4730005593

distance 0.169

#8 · Yavatmalcell 5000004930

distance 0.17 · cross-district

#9 · Chandrapurcell 4730006993

distance 0.173

#10 · Chandrapurcell 4730007406

distance 0.174

#11 · Wardhacell 4980000217

distance 0.177 · cross-district

#12 · Yavatmalcell 5000004772

distance 0.178 · cross-district

#13 · Yavatmalcell 5000002209

distance 0.178 · cross-district

#14 · Yavatmalcell 5000002575

distance 0.18 · cross-district

#15 · Yavatmalcell 5000004931

distance 0.18 · cross-district

#16 · Chandrapurcell 4730005928

distance 0.181

#17 · Yavatmalcell 5000005109

distance 0.182 · cross-district

#18 · Yavatmalcell 5000006615

distance 0.182 · 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":4730005488}}}'

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.