Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004800

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004999

distance 0.199

#2 · Nandedcell 4850005132

distance 0.311

#3 · Kolhapurcell 4800004340

distance 0.318 · cross-district

#4 · Nandedcell 4850005134

distance 0.333

#5 · Nandedcell 4850005199

distance 0.352

#6 · Nandedcell 4850005195

distance 0.373

#7 · Nandedcell 4850002059

distance 0.385

#8 · Sanglicell 4930000459

distance 0.387 · cross-district

#9 · Beedcell 4700008567

distance 0.387 · cross-district

#10 · Nandedcell 4850004801

distance 0.389

#11 · Laturcell 4810003221

distance 0.401 · cross-district

#12 · Ahmednagarcell 4660012173

distance 0.413 · cross-district

#13 · Nandedcell 4850005264

distance 0.414

#14 · Kolhapurcell 4800004256

distance 0.427 · cross-district

#15 · Sanglicell 4930000295

distance 0.433 · cross-district

#16 · Jalnacell 4790003965

distance 0.439 · cross-district

#17 · Solapurcell 4960004759

distance 0.44 · cross-district

#18 · Ahmednagarcell 4660013036

distance 0.453 · 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":4850004800}}}'

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.