Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008631

The MH-36 locality cells most similar to this Nanded 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000042

distance 0.211 · cross-district

#2 · Nandedcell 4850008869

distance 0.23

#3 · Nandedcell 4850007203

distance 0.233

#4 · Washimcell 4990003190

distance 0.233 · cross-district

#5 · Yavatmalcell 5000000514

distance 0.236 · cross-district

#6 · Yavatmalcell 5000002405

distance 0.236 · cross-district

#7 · Yavatmalcell 5000001594

distance 0.237 · cross-district

#8 · Nandedcell 4850008917

distance 0.241

#9 · Yavatmalcell 5000000670

distance 0.248 · cross-district

#10 · Yavatmalcell 5000001131

distance 0.248 · cross-district

#11 · Nandedcell 4850001194

distance 0.25

#12 · Nandedcell 4850007649

distance 0.251

#13 · Yavatmalcell 5000002274

distance 0.251 · cross-district

#14 · Yavatmalcell 5000000336

distance 0.253 · cross-district

#15 · Nandedcell 4850006979

distance 0.254

#16 · Yavatmalcell 5000000156

distance 0.26 · cross-district

#17 · Beedcell 4700008006

distance 0.263 · cross-district

#18 · Yavatmalcell 5000005216

distance 0.264 · 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":485,"cluster_id":4850008631}}}'

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.