Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004593

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002059

distance 0.219 · cross-district

#2 · Nandedcell 4850004264

distance 0.225

#3 · Jalgaoncell 4780007309

distance 0.236 · cross-district

#4 · Beedcell 4700001220

distance 0.239 · cross-district

#5 · Beedcell 4700008852

distance 0.241 · cross-district

#6 · Buldhanacell 4720002203

distance 0.244 · cross-district

#7 · Beedcell 4700000953

distance 0.245 · cross-district

#8 · Nandedcell 4850001367

distance 0.248

#9 · Jalgaoncell 4780007310

distance 0.249 · cross-district

#10 · Dharashivcell 4880001598

distance 0.251 · cross-district

#11 · Dharashivcell 4880003252

distance 0.252 · cross-district

#12 · Washimcell 4990002108

distance 0.253 · cross-district

#13 · Beedcell 4700002568

distance 0.259 · cross-district

#14 · Dharashivcell 4880001416

distance 0.26 · cross-district

#15 · Nandedcell 4850001022

distance 0.261

#16 · Beedcell 4700002743

distance 0.264 · cross-district

#17 · Parbhanicell 4890001126

distance 0.265 · cross-district

#18 · Dhulecell 4740001767

distance 0.265 · 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":4850004593}}}'

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.