Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008568

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008645

distance 0.136

#2 · Chandrapurcell 4730009015

distance 0.143

#3 · Chandrapurcell 4730008873

distance 0.145

#4 · Chandrapurcell 4730008567

distance 0.167

#5 · Chandrapurcell 4730009086

distance 0.167

#6 · Chandrapurcell 4730008730

distance 0.17

#7 · Chandrapurcell 4730008738

distance 0.182

#8 · Chandrapurcell 4730008798

distance 0.191

#9 · Chandrapurcell 4730007457

distance 0.196

#10 · Chandrapurcell 4730008731

distance 0.196

#11 · Chandrapurcell 4730009372

distance 0.202

#12 · Chandrapurcell 4730009095

distance 0.208

#13 · Chandrapurcell 4730009088

distance 0.21

#14 · Gadchirolicell 4750010252

distance 0.224 · cross-district

#15 · Bhandaracell 4710001614

distance 0.23 · cross-district

#16 · Bhandaracell 4710000593

distance 0.231 · cross-district

#17 · Chandrapurcell 4730008575

distance 0.231

#18 · Chandrapurcell 4730007461

distance 0.233

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":4730008568}}}'

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.