Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004403

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004469

distance 0.252

#2 · Nandedcell 4850004334

distance 0.258

#3 · Nandedcell 4850004263

distance 0.267

#4 · Beedcell 4700007821

distance 0.268 · cross-district

#5 · Nandedcell 4850002711

distance 0.277

#6 · Nandedcell 4850004474

distance 0.278

#7 · Hingolicell 4770000166

distance 0.295 · cross-district

#8 · Nandedcell 4850004470

distance 0.296

#9 · Hingolicell 4770000198

distance 0.301 · cross-district

#10 · Kolhapurcell 4800004027

distance 0.305 · cross-district

#11 · Jalgaoncell 4780005581

distance 0.309 · cross-district

#12 · Nandedcell 4850004806

distance 0.31

#13 · Jalnacell 4790003966

distance 0.312 · cross-district

#14 · Nandedcell 4850004262

distance 0.314

#15 · Laturcell 4810003216

distance 0.315 · cross-district

#16 · Yavatmalcell 5000002510

distance 0.317 · cross-district

#17 · Laturcell 4810004905

distance 0.318 · cross-district

#18 · Nandedcell 4850004534

distance 0.32

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":4850004403}}}'

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.