Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002263

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000313

distance 0.174 · cross-district

#2 · Nandedcell 4850002165

distance 0.21

#3 · Beedcell 4700005137

distance 0.222 · cross-district

#4 · Nandedcell 4850004053

distance 0.23

#5 · Laturcell 4810001632

distance 0.232 · cross-district

#6 · Dharashivcell 4880001421

distance 0.233 · cross-district

#7 · Parbhanicell 4890000024

distance 0.236 · cross-district

#8 · Dharashivcell 4880001509

distance 0.238 · cross-district

#9 · Jalnacell 4790002549

distance 0.242 · cross-district

#10 · Nandedcell 4850001383

distance 0.246

#11 · Hingolicell 4770000213

distance 0.246 · cross-district

#12 · Sanglicell 4930001634

distance 0.248 · cross-district

#13 · Nandedcell 4850004258

distance 0.251

#14 · Nandedcell 4850001942

distance 0.253

#15 · Parbhanicell 4890000263

distance 0.254 · cross-district

#16 · Beedcell 4700005157

distance 0.255 · cross-district

#17 · Laturcell 4810006170

distance 0.257 · cross-district

#18 · Laturcell 4810001324

distance 0.257 · 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":4850002263}}}'

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.