Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003447

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003372

distance 0.107

#2 · Chandrapurcell 4730003443

distance 0.121

#3 · Chandrapurcell 4730003174

distance 0.13

#4 · Chandrapurcell 4730003304

distance 0.151

#5 · Chandrapurcell 4730003237

distance 0.169

#6 · Chandrapurcell 4730003376

distance 0.171

#7 · Chandrapurcell 4730003168

distance 0.173

#8 · Chandrapurcell 4730004521

distance 0.174

#9 · Chandrapurcell 4730002621

distance 0.179

#10 · Chandrapurcell 4730002965

distance 0.185

#11 · Chandrapurcell 4730002967

distance 0.189

#12 · Chandrapurcell 4730003300

distance 0.196

#13 · Chandrapurcell 4730002968

distance 0.201

#14 · Chandrapurcell 4730003444

distance 0.202

#15 · Chandrapurcell 4730002830

distance 0.208

#16 · Chandrapurcell 4730002896

distance 0.208

#17 · Chandrapurcell 4730002966

distance 0.209

#18 · Chandrapurcell 4730004520

distance 0.21

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":4730003447}}}'

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.