Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002049

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003105

distance 0.204 · cross-district

#2 · Akolacell 4670000765

distance 0.23 · cross-district

#3 · Yavatmalcell 5000001666

distance 0.232 · cross-district

#4 · Nandedcell 4850000306

distance 0.244

#5 · Nandedcell 4850002369

distance 0.249

#6 · Beedcell 4700005860

distance 0.257 · cross-district

#7 · Nandedcell 4850002753

distance 0.271

#8 · Washimcell 4990003740

distance 0.275 · cross-district

#9 · Hingolicell 4770001017

distance 0.276 · cross-district

#10 · Washimcell 4990001010

distance 0.279 · cross-district

#11 · Buldhanacell 4720005227

distance 0.28 · cross-district

#12 · Yavatmalcell 5000010629

distance 0.281 · cross-district

#13 · Nandedcell 4850001881

distance 0.282

#14 · Jalgaoncell 4780009023

distance 0.283 · cross-district

#15 · Amravaticell 4680000527

distance 0.287 · cross-district

#16 · Beedcell 4700000948

distance 0.287 · cross-district

#17 · Yavatmalcell 5000003739

distance 0.29 · cross-district

#18 · Nashikcell 4870004002

distance 0.291 · 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":4850002049}}}'

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.