Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005777

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008904

distance 0.156

#2 · Chandrapurcell 4730008830

distance 0.161

#3 · Chandrapurcell 4730007358

distance 0.162

#4 · Chandrapurcell 4730007371

distance 0.166

#5 · Chandrapurcell 4730007026

distance 0.168

#6 · Chandrapurcell 4730007585

distance 0.17

#7 · Chandrapurcell 4730007141

distance 0.172

#8 · Chandrapurcell 4730005776

distance 0.173

#9 · Chandrapurcell 4730006802

distance 0.175

#10 · Chandrapurcell 4730006801

distance 0.177

#11 · Chandrapurcell 4730006915

distance 0.178

#12 · Chandrapurcell 4730006914

distance 0.178

#13 · Gadchirolicell 4750010055

distance 0.179 · cross-district

#14 · Chandrapurcell 4730007469

distance 0.18

#15 · Chandrapurcell 4730007360

distance 0.18

#16 · Chandrapurcell 4730007027

distance 0.182

#17 · Gondiacell 4760000112

distance 0.184 · cross-district

#18 · Chandrapurcell 4730007356

distance 0.184

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":4730005777}}}'

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.