Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006892

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003348

distance 0.118

#2 · Chandrapurcell 4730003922

distance 0.132

#3 · Chandrapurcell 4730005441

distance 0.146

#4 · Chandrapurcell 4730004580

distance 0.149

#5 · Chandrapurcell 4730003741

distance 0.151

#6 · Chandrapurcell 4730007112

distance 0.166

#7 · Chandrapurcell 4730003289

distance 0.175

#8 · Chandrapurcell 4730008773

distance 0.181

#9 · Chandrapurcell 4730005439

distance 0.183

#10 · Chandrapurcell 4730007684

distance 0.183

#11 · Gadchirolicell 4750008029

distance 0.19 · cross-district

#12 · Chandrapurcell 4730003649

distance 0.192

#13 · Chandrapurcell 4730007712

distance 0.196

#14 · Chandrapurcell 4730003838

distance 0.196

#15 · Chandrapurcell 4730008770

distance 0.198

#16 · Chandrapurcell 4730008131

distance 0.2

#17 · Gadchirolicell 4750010847

distance 0.201 · cross-district

#18 · Chandrapurcell 4730009381

distance 0.203

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":4730006892}}}'

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.