Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007415

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004701

distance 0.221

#2 · Yavatmalcell 5000007339

distance 0.227 · cross-district

#3 · Bhandaracell 4710000552

distance 0.231 · cross-district

#4 · Chandrapurcell 4730003657

distance 0.242

#5 · Chandrapurcell 4730003733

distance 0.242

#6 · Bhandaracell 4710000254

distance 0.246 · cross-district

#7 · Wardhacell 4980000656

distance 0.251 · cross-district

#8 · Yavatmalcell 5000007206

distance 0.253 · cross-district

#9 · Buldhanacell 4720000866

distance 0.254 · cross-district

#10 · Yavatmalcell 5000003085

distance 0.256 · cross-district

#11 · Chandrapurcell 4730008207

distance 0.259

#12 · Nagpurcell 4840001221

distance 0.261 · cross-district

#13 · Bhandaracell 4710000126

distance 0.261 · cross-district

#14 · Wardhacell 4980003301

distance 0.263 · cross-district

#15 · Chandrapurcell 4730004002

distance 0.263

#16 · Chandrapurcell 4730006995

distance 0.266

#17 · Chandrapurcell 4730004796

distance 0.267

#18 · Solapurcell 4960003334

distance 0.267 · 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":4730007415}}}'

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.