Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005757

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

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003984

distance 0.274 · cross-district

#2 · Yavatmalcell 5000001057

distance 0.277 · cross-district

#3 · Kolhapurcell 4800001091

distance 0.287 · cross-district

#4 · Nandedcell 4850005675

distance 0.288

#5 · Kolhapurcell 4800002888

distance 0.295 · cross-district

#6 · Beedcell 4700007824

distance 0.296 · cross-district

#7 · Ahmednagarcell 4660012101

distance 0.297 · cross-district

#8 · Nandedcell 4850006477

distance 0.298

#9 · Sataracell 4940002613

distance 0.298 · cross-district

#10 · Parbhanicell 4890002417

distance 0.298 · cross-district

#11 · Kolhapurcell 4800000323

distance 0.298 · cross-district

#12 · Kolhapurcell 4800000762

distance 0.3 · cross-district

#13 · Sataracell 4940004098

distance 0.301 · cross-district

#14 · Kolhapurcell 4800001195

distance 0.302 · cross-district

#15 · Kolhapurcell 4800000349

distance 0.303 · cross-district

#16 · Parbhanicell 4890002667

distance 0.304 · cross-district

#17 · Kolhapurcell 4800000433

distance 0.304 · cross-district

#18 · Solapurcell 4960008619

distance 0.304 · 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":4850005757}}}'

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.