Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004379

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003356

distance 0.142

#2 · Chandrapurcell 4730003653

distance 0.16

#3 · Chandrapurcell 4730004008

distance 0.173

#4 · Chandrapurcell 4730003575

distance 0.175

#5 · Chandrapurcell 4730003427

distance 0.178

#6 · Chandrapurcell 4730004004

distance 0.185

#7 · Chandrapurcell 4730002944

distance 0.196

#8 · Chandrapurcell 4730004279

distance 0.198

#9 · Chandrapurcell 4730009373

distance 0.206

#10 · Chandrapurcell 4730004198

distance 0.208

#11 · Chandrapurcell 4730006006

distance 0.211

#12 · Chandrapurcell 4730006886

distance 0.212

#13 · Chandrapurcell 4730003743

distance 0.214

#14 · Chandrapurcell 4730004207

distance 0.214

#15 · Yavatmalcell 5000007035

distance 0.215 · cross-district

#16 · Chandrapurcell 4730003838

distance 0.215

#17 · Chandrapurcell 4730004017

distance 0.215

#18 · Chandrapurcell 4730005676

distance 0.218

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":4730004379}}}'

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.