Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008183

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007681

distance 0.179

#2 · Chandrapurcell 4730007453

distance 0.194

#3 · Bhandaracell 4710000083

distance 0.209 · cross-district

#4 · Chandrapurcell 4730008004

distance 0.21

#5 · Chandrapurcell 4730008186

distance 0.216

#6 · Yavatmalcell 5000008952

distance 0.217 · cross-district

#7 · Bhandaracell 4710000208

distance 0.217 · cross-district

#8 · Bhandaracell 4710000125

distance 0.221 · cross-district

#9 · Bhandaracell 4710000481

distance 0.221 · cross-district

#10 · Chandrapurcell 4730008881

distance 0.221

#11 · Chandrapurcell 4730008354

distance 0.231

#12 · Chandrapurcell 4730009053

distance 0.231

#13 · Chandrapurcell 4730007299

distance 0.232

#14 · Wardhacell 4980001468

distance 0.234 · cross-district

#15 · Chandrapurcell 4730008181

distance 0.236

#16 · Chandrapurcell 4730008916

distance 0.238

#17 · Chandrapurcell 4730008148

distance 0.238

#18 · Yavatmalcell 5000009411

distance 0.239 · cross-district

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":4730008183}}}'

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.