Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002866

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

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000034

distance 0.251 · cross-district

#2 · Chandrapurcell 4730004188

distance 0.251

#3 · Amravaticell 4680003496

distance 0.259 · cross-district

#4 · Yavatmalcell 5000007339

distance 0.259 · cross-district

#5 · Chandrapurcell 4730001812

distance 0.26

#6 · Chandrapurcell 4730003557

distance 0.261

#7 · Chandrapurcell 4730002947

distance 0.262

#8 · Wardhacell 4980003051

distance 0.264 · cross-district

#9 · Gadchirolicell 4750007335

distance 0.265 · cross-district

#10 · Yavatmalcell 5000003776

distance 0.266 · cross-district

#11 · Amravaticell 4680006186

distance 0.267 · cross-district

#12 · Gadchirolicell 4750006853

distance 0.27 · cross-district

#13 · Akolacell 4670000548

distance 0.271 · cross-district

#14 · Gondiacell 4760000980

distance 0.273 · cross-district

#15 · Chandrapurcell 4730007687

distance 0.273

#16 · Chandrapurcell 4730009188

distance 0.274

#17 · Gadchirolicell 4750009011

distance 0.275 · cross-district

#18 · Chandrapurcell 4730003562

distance 0.275

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":4730002866}}}'

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.