Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006711

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006599

distance 0.058

#2 · Chandrapurcell 4730006484

distance 0.063

#3 · Chandrapurcell 4730007162

distance 0.066

#4 · Chandrapurcell 4730007049

distance 0.069

#5 · Chandrapurcell 4730007166

distance 0.129

#6 · Chandrapurcell 4730006480

distance 0.134

#7 · Chandrapurcell 4730007051

distance 0.136

#8 · Yavatmalcell 5000007559

distance 0.147 · cross-district

#9 · Yavatmalcell 5000007423

distance 0.156 · cross-district

#10 · Yavatmalcell 5000007424

distance 0.161 · cross-district

#11 · Yavatmalcell 5000007558

distance 0.162 · cross-district

#12 · Bhandaracell 4710001778

distance 0.166 · cross-district

#13 · Bhandaracell 4710001779

distance 0.17 · cross-district

#14 · Bhandaracell 4710001889

distance 0.17 · cross-district

#15 · Chandrapurcell 4730007503

distance 0.176

#16 · Chandrapurcell 4730007279

distance 0.177

#17 · Bhandaracell 4710001194

distance 0.183 · cross-district

#18 · Chandrapurcell 4730006488

distance 0.192

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":4730006711}}}'

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.