Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002543

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002625

distance 0.047

#2 · Parbhanicell 4890002544

distance 0.184

#3 · Nandedcell 4850007066

distance 0.223 · cross-district

#4 · Yavatmalcell 5000001060

distance 0.224 · cross-district

#5 · Nandedcell 4850001450

distance 0.227 · cross-district

#6 · Yavatmalcell 5000005203

distance 0.249 · cross-district

#7 · Jalnacell 4790000006

distance 0.253 · cross-district

#8 · Nandedcell 4850003243

distance 0.257 · cross-district

#9 · Beedcell 4700008982

distance 0.258 · cross-district

#10 · Washimcell 4990001704

distance 0.272 · cross-district

#11 · Yavatmalcell 5000001001

distance 0.277 · cross-district

#12 · Washimcell 4990001290

distance 0.282 · cross-district

#13 · Yavatmalcell 5000002677

distance 0.284 · cross-district

#14 · Washimcell 4990002403

distance 0.287 · cross-district

#15 · Washimcell 4990001637

distance 0.288 · cross-district

#16 · Yavatmalcell 5000000943

distance 0.289 · cross-district

#17 · Yavatmalcell 5000000109

distance 0.289 · cross-district

#18 · Yavatmalcell 5000003277

distance 0.29 · 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":489,"cluster_id":4890002543}}}'

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.