Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008969

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008968

distance 0.132

#2 · Chandrapurcell 4730007964

distance 0.156

#3 · Bhandaracell 4710001383

distance 0.236 · cross-district

#4 · Chandrapurcell 4730007354

distance 0.257

#5 · Chandrapurcell 4730008970

distance 0.275

#6 · Gondiacell 4760000597

distance 0.283 · cross-district

#7 · Chandrapurcell 4730007865

distance 0.288

#8 · Yavatmalcell 5000005796

distance 0.316 · cross-district

#9 · Gondiacell 4760000541

distance 0.328 · cross-district

#10 · Chandrapurcell 4730005664

distance 0.33

#11 · Chandrapurcell 4730006696

distance 0.331

#12 · Bhandaracell 4710001202

distance 0.334 · cross-district

#13 · Bhandaracell 4710000038

distance 0.337 · cross-district

#14 · Chandrapurcell 4730005562

distance 0.356

#15 · Gondiacell 4760000492

distance 0.357 · cross-district

#16 · Chandrapurcell 4730008901

distance 0.358

#17 · Bhandaracell 4710000782

distance 0.361 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007657

distance 0.366 · 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":4730008969}}}'

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.