Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005468

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

0.91

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 4730005171

distance 0.121

#2 · Chandrapurcell 4730005574

distance 0.15

#3 · Chandrapurcell 4730005680

distance 0.168

#4 · Chandrapurcell 4730006239

distance 0.168

#5 · Chandrapurcell 4730005074

distance 0.179

#6 · Chandrapurcell 4730005573

distance 0.182

#7 · Chandrapurcell 4730006468

distance 0.184

#8 · Chandrapurcell 4730005893

distance 0.209

#9 · Chandrapurcell 4730006353

distance 0.214

#10 · Chandrapurcell 4730005366

distance 0.219

#11 · Chandrapurcell 4730005786

distance 0.237

#12 · Jalgaoncell 4780006954

distance 0.251 · cross-district

#13 · Chandrapurcell 4730001131

distance 0.258

#14 · Bhandaracell 4710001383

distance 0.263 · cross-district

#15 · Chandrapurcell 4730001286

distance 0.271

#16 · Chandrapurcell 4730003435

distance 0.272

#17 · Chandrapurcell 4730003229

distance 0.273

#18 · Chandrapurcell 4730006125

distance 0.277

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":4730005468}}}'

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.