Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004796

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004707

distance 0.15

#2 · Chandrapurcell 4730004701

distance 0.194

#3 · Yavatmalcell 5000003554

distance 0.2 · cross-district

#4 · Wardhacell 4980002974

distance 0.202 · cross-district

#5 · Chandrapurcell 4730008040

distance 0.207

#6 · Nagpurcell 4840004940

distance 0.214 · cross-district

#7 · Yavatmalcell 5000005640

distance 0.216 · cross-district

#8 · Chandrapurcell 4730003657

distance 0.221

#9 · Wardhacell 4980000123

distance 0.223 · cross-district

#10 · Chandrapurcell 4730007116

distance 0.223

#11 · Solapurcell 4960009431

distance 0.224 · cross-district

#12 · Bhandaracell 4710000992

distance 0.225 · cross-district

#13 · Wardhacell 4980000144

distance 0.226 · cross-district

#14 · Nandedcell 4850008974

distance 0.227 · cross-district

#15 · Hingolicell 4770003636

distance 0.229 · cross-district

#16 · Gondiacell 4760000980

distance 0.23 · cross-district

#17 · Akolacell 4670000444

distance 0.23 · cross-district

#18 · Wardhacell 4980003055

distance 0.231 · 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":4730004796}}}'

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.