Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001457

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006027

distance 0.173 · cross-district

#2 · Nandedcell 4850001151

distance 0.183

#3 · Laturcell 4810005734

distance 0.19 · cross-district

#4 · Beedcell 4700001503

distance 0.195 · cross-district

#5 · Sanglicell 4930005697

distance 0.196 · cross-district

#6 · Laturcell 4810005868

distance 0.209 · cross-district

#7 · Laturcell 4810005944

distance 0.215 · cross-district

#8 · Sanglicell 4930002633

distance 0.216 · cross-district

#9 · Sanglicell 4930005864

distance 0.219 · cross-district

#10 · Nandedcell 4850003257

distance 0.22

#11 · Laturcell 4810005786

distance 0.221 · cross-district

#12 · Nandedcell 4850003254

distance 0.223

#13 · Laturcell 4810005433

distance 0.224 · cross-district

#14 · Nandedcell 4850003250

distance 0.225

#15 · Parbhanicell 4890001128

distance 0.227 · cross-district

#16 · Parbhanicell 4890000781

distance 0.228 · cross-district

#17 · Laturcell 4810001766

distance 0.229 · cross-district

#18 · Nandedcell 4850002847

distance 0.229

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":4850001457}}}'

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.