Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003348

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 4 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 4730006892

distance 0.118

#2 · Chandrapurcell 4730003922

distance 0.121

#3 · Chandrapurcell 4730003649

distance 0.138

#4 · Chandrapurcell 4730007112

distance 0.139

#5 · Chandrapurcell 4730003289

distance 0.145

#6 · Chandrapurcell 4730003838

distance 0.147

#7 · Chandrapurcell 4730003741

distance 0.147

#8 · Chandrapurcell 4730007684

distance 0.168

#9 · Chandrapurcell 4730003015

distance 0.17

#10 · Chandrapurcell 4730007350

distance 0.173

#11 · Yavatmalcell 5000008841

distance 0.175 · cross-district

#12 · Chandrapurcell 4730009315

distance 0.176

#13 · Gondiacell 4760000176

distance 0.177 · cross-district

#14 · Chandrapurcell 4730008916

distance 0.181

#15 · Chandrapurcell 4730003356

distance 0.184

#16 · Gondiacell 4760000240

distance 0.189 · cross-district

#17 · Gadchirolicell 4750010847

distance 0.19 · cross-district

#18 · Chandrapurcell 4730004008

distance 0.191

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":4730003348}}}'

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.