Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003585

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002952

distance 0.082

#2 · Chandrapurcell 4730003350

distance 0.109

#3 · Chandrapurcell 4730003834

distance 0.114

#4 · Chandrapurcell 4730003746

distance 0.123

#5 · Chandrapurcell 4730003833

distance 0.13

#6 · Chandrapurcell 4730003433

distance 0.142

#7 · Chandrapurcell 4730003666

distance 0.144

#8 · Chandrapurcell 4730003154

distance 0.145

#9 · Gadchirolicell 4750007748

distance 0.152 · cross-district

#10 · Chandrapurcell 4730007911

distance 0.153

#11 · Chandrapurcell 4730008734

distance 0.154

#12 · Chandrapurcell 4730008192

distance 0.162

#13 · Chandrapurcell 4730004597

distance 0.164

#14 · Gadchirolicell 4750010377

distance 0.167 · cross-district

#15 · Chandrapurcell 4730007345

distance 0.17

#16 · Chandrapurcell 4730003079

distance 0.171

#17 · Chandrapurcell 4730003358

distance 0.174

#18 · Chandrapurcell 4730008732

distance 0.175

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":4730003585}}}'

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.