Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003443

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003447

distance 0.121

#2 · Chandrapurcell 4730003372

distance 0.152

#3 · Chandrapurcell 4730004521

distance 0.169

#4 · Chandrapurcell 4730003304

distance 0.174

#5 · Chandrapurcell 4730003300

distance 0.175

#6 · Chandrapurcell 4730003879

distance 0.184

#7 · Chandrapurcell 4730003174

distance 0.196

#8 · Chandrapurcell 4730004520

distance 0.2

#9 · Chandrapurcell 4730003376

distance 0.202

#10 · Chandrapurcell 4730003970

distance 0.203

#11 · Chandrapurcell 4730002621

distance 0.204

#12 · Yavatmalcell 5000001676

distance 0.209 · cross-district

#13 · Chandrapurcell 4730003254

distance 0.209

#14 · Gadchirolicell 4750003845

distance 0.211 · cross-district

#15 · Gadchirolicell 4750006199

distance 0.212 · cross-district

#16 · Chandrapurcell 4730003237

distance 0.215

#17 · Chandrapurcell 4730004154

distance 0.216

#18 · Chandrapurcell 4730003168

distance 0.217

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":4730003443}}}'

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.