Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005458

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005561

distance 0.126

#2 · Chandrapurcell 4730005661

distance 0.2

#3 · Bhandaracell 4710000607

distance 0.221 · cross-district

#4 · Gadchirolicell 4750011242

distance 0.223 · cross-district

#5 · Gadchirolicell 4750011878

distance 0.225 · cross-district

#6 · Bhandaracell 4710000609

distance 0.233 · cross-district

#7 · Gadchirolicell 4750010841

distance 0.233 · cross-district

#8 · Chandrapurcell 4730007243

distance 0.236

#9 · Chandrapurcell 4730006457

distance 0.242

#10 · Chandrapurcell 4730007355

distance 0.243

#11 · Chandrapurcell 4730007486

distance 0.251

#12 · Gadchirolicell 4750011522

distance 0.253 · cross-district

#13 · Chandrapurcell 4730007008

distance 0.259

#14 · Bhandaracell 4710000817

distance 0.264 · cross-district

#15 · Gondiacell 4760000081

distance 0.267 · cross-district

#16 · Chandrapurcell 4730008973

distance 0.268

#17 · Bhandaracell 4710000778

distance 0.278 · cross-district

#18 · Gadchirolicell 4750011375

distance 0.279 · 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":4730005458}}}'

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.