Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000255

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000956

distance 0.196

#2 · Nandedcell 4850000743

distance 0.198

#3 · Nandedcell 4850000359

distance 0.204

#4 · Laturcell 4810004741

distance 0.206 · cross-district

#5 · Jalgaoncell 4780003945

distance 0.224 · cross-district

#6 · Nandedcell 4850000318

distance 0.226

#7 · Beedcell 4700004450

distance 0.226 · cross-district

#8 · Nandedcell 4850000289

distance 0.23

#9 · Dharashivcell 4880001127

distance 0.234 · cross-district

#10 · Beedcell 4700003762

distance 0.236 · cross-district

#11 · Hingolicell 4770003801

distance 0.236 · cross-district

#12 · Beedcell 4700001345

distance 0.238 · cross-district

#13 · Beedcell 4700000551

distance 0.242 · cross-district

#14 · Nandedcell 4850000418

distance 0.243

#15 · Beedcell 4700001592

distance 0.243 · cross-district

#16 · Nandedcell 4850000735

distance 0.244

#17 · Chandrapurcell 4730001678

distance 0.244 · cross-district

#18 · Chandrapurcell 4730004432

distance 0.245 · 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":4850000255}}}'

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.