Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009548

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000267

distance 0.186 · cross-district

#2 · Chandrapurcell 4730009696

distance 0.19

#3 · Chandrapurcell 4730008734

distance 0.192

#4 · Chandrapurcell 4730008816

distance 0.205

#5 · Bhandaracell 4710000060

distance 0.218 · cross-district

#6 · Bhandaracell 4710000059

distance 0.22 · cross-district

#7 · Chandrapurcell 4730009516

distance 0.228

#8 · Bhandaracell 4710000055

distance 0.245 · cross-district

#9 · Chandrapurcell 4730007895

distance 0.252

#10 · Bhandaracell 4710001472

distance 0.255 · cross-district

#11 · Chandrapurcell 4730008591

distance 0.257

#12 · Chandrapurcell 4730008355

distance 0.258

#13 · Bhandaracell 4710000010

distance 0.259 · cross-district

#14 · Chandrapurcell 4730007927

distance 0.259

#15 · Chandrapurcell 4730009038

distance 0.26

#16 · Chandrapurcell 4730009043

distance 0.26

#17 · Chandrapurcell 4730008688

distance 0.261

#18 · Chandrapurcell 4730009039

distance 0.261

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":4730009548}}}'

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.