Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002981

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003255

distance 0.225

#2 · Nandedcell 4850001457

distance 0.241

#3 · Solapurcell 4960004277

distance 0.257 · cross-district

#4 · Laturcell 4810005734

distance 0.267 · cross-district

#5 · Parbhanicell 4890000347

distance 0.272 · cross-district

#6 · Nandedcell 4850001151

distance 0.28

#7 · Nandedcell 4850003823

distance 0.281

#8 · Nandedcell 4850003260

distance 0.284

#9 · Nandedcell 4850003819

distance 0.286

#10 · Solapurcell 4960004270

distance 0.286 · cross-district

#11 · Laturcell 4810005433

distance 0.294 · cross-district

#12 · Solapurcell 4960000371

distance 0.295 · cross-district

#13 · Laturcell 4810005786

distance 0.296 · cross-district

#14 · Beedcell 4700001503

distance 0.297 · cross-district

#15 · Parbhanicell 4890000177

distance 0.3 · cross-district

#16 · Laturcell 4810006065

distance 0.304 · cross-district

#17 · Jalnacell 4790002371

distance 0.306 · cross-district

#18 · Nashikcell 4870006518

distance 0.31 · 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":4850002981}}}'

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.