Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009700

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009500

distance 0.155

#2 · Bhandaracell 4710000330

distance 0.163 · cross-district

#3 · Bhandaracell 4710000143

distance 0.165 · cross-district

#4 · Chandrapurcell 4730009654

distance 0.175

#5 · Chandrapurcell 4730009747

distance 0.177

#6 · Bhandaracell 4710000054

distance 0.182 · cross-district

#7 · Bhandaracell 4710000358

distance 0.183 · cross-district

#8 · Bhandaracell 4710000540

distance 0.187 · cross-district

#9 · Bhandaracell 4710000595

distance 0.195 · cross-district

#10 · Bhandaracell 4710000685

distance 0.197 · cross-district

#11 · Bhandaracell 4710000678

distance 0.197 · cross-district

#12 · Bhandaracell 4710000137

distance 0.197 · cross-district

#13 · Chandrapurcell 4730008881

distance 0.201

#14 · Chandrapurcell 4730009668

distance 0.204

#15 · Chandrapurcell 4730009436

distance 0.205

#16 · Chandrapurcell 4730009600

distance 0.207

#17 · Chandrapurcell 4730009543

distance 0.208

#18 · Chandrapurcell 4730008186

distance 0.208

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":4730009700}}}'

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.