Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002485

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008065

distance 0.207 · cross-district

#2 · Nandedcell 4850001665

distance 0.216

#3 · Ahmednagarcell 4660000603

distance 0.22 · cross-district

#4 · Solapurcell 4960011814

distance 0.224 · cross-district

#5 · Jalgaoncell 4780008391

distance 0.225 · cross-district

#6 · Nandedcell 4850000777

distance 0.228

#7 · Jalgaoncell 4780008500

distance 0.235 · cross-district

#8 · Jalnacell 4790000969

distance 0.236 · cross-district

#9 · Ahmednagarcell 4660011397

distance 0.239 · cross-district

#10 · Laturcell 4810001290

distance 0.24 · cross-district

#11 · Hingolicell 4770003816

distance 0.24 · cross-district

#12 · Jalgaoncell 4780003682

distance 0.245 · cross-district

#13 · Beedcell 4700008575

distance 0.248 · cross-district

#14 · Hingolicell 4770003954

distance 0.249 · cross-district

#15 · Jalnacell 4790001036

distance 0.249 · cross-district

#16 · Buldhanacell 4720001167

distance 0.249 · cross-district

#17 · Nandedcell 4850008749

distance 0.25

#18 · Laturcell 4810000888

distance 0.25 · 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":4850002485}}}'

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.