Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003591

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004328

distance 0.155

#2 · Nandedcell 4850002062

distance 0.192

#3 · Beedcell 4700008698

distance 0.197 · cross-district

#4 · Jalnacell 4790000297

distance 0.203 · cross-district

#5 · Nandedcell 4850004392

distance 0.204

#6 · Nandedcell 4850006694

distance 0.209

#7 · Beedcell 4700005449

distance 0.211 · cross-district

#8 · Nandedcell 4850003351

distance 0.211

#9 · Jalgaoncell 4780003803

distance 0.212 · cross-district

#10 · Beedcell 4700001755

distance 0.212 · cross-district

#11 · Dharashivcell 4880003575

distance 0.213 · cross-district

#12 · Laturcell 4810003706

distance 0.217 · cross-district

#13 · Solapurcell 4960004802

distance 0.218 · cross-district

#14 · Laturcell 4810002408

distance 0.221 · cross-district

#15 · Nandedcell 4850005925

distance 0.222

#16 · Ahmednagarcell 4660009420

distance 0.224 · cross-district

#17 · Laturcell 4810000766

distance 0.225 · cross-district

#18 · Hingolicell 4770000003

distance 0.226 · 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":4850003591}}}'

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.