Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004862

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001409

distance 0.322 · cross-district

#2 · Sanglicell 4930000241

distance 0.339 · cross-district

#3 · Yavatmalcell 5000001832

distance 0.339 · cross-district

#4 · Solapurcell 4960006807

distance 0.366 · cross-district

#5 · Nandedcell 4850004641

distance 0.368

#6 · Sanglicell 4930001072

distance 0.369 · cross-district

#7 · Beedcell 4700006976

distance 0.378 · cross-district

#8 · Chandrapurcell 4730002633

distance 0.381 · cross-district

#9 · Ahmednagarcell 4660001504

distance 0.381 · cross-district

#10 · Yavatmalcell 5000002974

distance 0.382 · cross-district

#11 · Nandedcell 4850008324

distance 0.383

#12 · Chandrapurcell 4730002757

distance 0.385 · cross-district

#13 · Parbhanicell 4890001253

distance 0.387 · cross-district

#14 · Yavatmalcell 5000006127

distance 0.387 · cross-district

#15 · Nandedcell 4850001346

distance 0.389

#16 · Solapurcell 4960004710

distance 0.389 · cross-district

#17 · Chandrapurcell 4730002510

distance 0.394 · cross-district

#18 · Beedcell 4700008666

distance 0.397 · 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":4850004862}}}'

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.