Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007055

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001609

distance 0.178 · cross-district

#2 · Wardhacell 4980000177

distance 0.181 · cross-district

#3 · Nagpurcell 4840006004

distance 0.187 · cross-district

#4 · Wardhacell 4980000909

distance 0.19 · cross-district

#5 · Nagpurcell 4840006382

distance 0.197 · cross-district

#6 · Chandrapurcell 4730007347

distance 0.197

#7 · Wardhacell 4980000822

distance 0.199 · cross-district

#8 · Wardhacell 4980000350

distance 0.204 · cross-district

#9 · Chandrapurcell 4730007054

distance 0.205

#10 · Bhandaracell 4710001663

distance 0.208 · cross-district

#11 · Chandrapurcell 4730007611

distance 0.208

#12 · Wardhacell 4980001277

distance 0.211 · cross-district

#13 · Yavatmalcell 5000007396

distance 0.214 · cross-district

#14 · Chandrapurcell 4730006029

distance 0.215

#15 · Bhandaracell 4710001724

distance 0.217 · cross-district

#16 · Yavatmalcell 5000008126

distance 0.217 · cross-district

#17 · Wardhacell 4980002110

distance 0.217 · cross-district

#18 · Gondiacell 4760000209

distance 0.219 · 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":4730007055}}}'

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.