Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008633

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008408

distance 0.193

#2 · Bhandaracell 4710001279

distance 0.23 · cross-district

#3 · Chandrapurcell 4730007341

distance 0.243

#4 · Chandrapurcell 4730009243

distance 0.246

#5 · Chandrapurcell 4730007502

distance 0.251

#6 · Chandrapurcell 4730009019

distance 0.26

#7 · Bhandaracell 4710001679

distance 0.266 · cross-district

#8 · Chandrapurcell 4730009021

distance 0.269

#9 · Gadchirolicell 4750010449

distance 0.274 · cross-district

#10 · Bhandaracell 4710000884

distance 0.276 · cross-district

#11 · Chandrapurcell 4730007104

distance 0.277

#12 · Bhandaracell 4710001523

distance 0.278 · cross-district

#13 · Bhandaracell 4710000885

distance 0.279 · cross-district

#14 · Chandrapurcell 4730008881

distance 0.28

#15 · Chandrapurcell 4730008897

distance 0.281

#16 · Chandrapurcell 4730007963

distance 0.285

#17 · Chandrapurcell 4730006546

distance 0.286

#18 · Bhandaracell 4710000065

distance 0.286 · 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":4730008633}}}'

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.