Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006004

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005692

distance 0.263

#2 · Nandedcell 4850005269

distance 0.267

#3 · Nandedcell 4850004803

distance 0.291

#4 · Nandedcell 4850005682

distance 0.32

#5 · Nandedcell 4850005599

distance 0.342

#6 · Sanglicell 4930002200

distance 0.35 · cross-district

#7 · Laturcell 4810003576

distance 0.365 · cross-district

#8 · Laturcell 4810003479

distance 0.373 · cross-district

#9 · Yavatmalcell 5000002790

distance 0.383 · cross-district

#10 · Ahmednagarcell 4660011578

distance 0.385 · cross-district

#11 · Beedcell 4700005456

distance 0.386 · cross-district

#12 · Laturcell 4810002411

distance 0.392 · cross-district

#13 · Beedcell 4700004934

distance 0.395 · cross-district

#14 · Laturcell 4810003215

distance 0.401 · cross-district

#15 · Kolhapurcell 4800004408

distance 0.404 · cross-district

#16 · Kolhapurcell 4800004097

distance 0.404 · cross-district

#17 · Nandedcell 4850005126

distance 0.405

#18 · Beedcell 4700005839

distance 0.407 · 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":4850006004}}}'

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.