Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001077

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001083

distance 0.241

#2 · Nandedcell 4850004107

distance 0.245

#3 · Yavatmalcell 5000002061

distance 0.254 · cross-district

#4 · Nandedcell 4850000725

distance 0.255

#5 · Parbhanicell 4890001064

distance 0.255 · cross-district

#6 · Beedcell 4700007614

distance 0.258 · cross-district

#7 · Beedcell 4700001412

distance 0.26 · cross-district

#8 · Amravaticell 4680000175

distance 0.262 · cross-district

#9 · Parbhanicell 4890000854

distance 0.265 · cross-district

#10 · Nandedcell 4850004037

distance 0.268

#11 · Beedcell 4700008140

distance 0.269 · cross-district

#12 · Nandedcell 4850001080

distance 0.271

#13 · Beedcell 4700007242

distance 0.274 · cross-district

#14 · Beedcell 4700001414

distance 0.277 · cross-district

#15 · Washimcell 4990003163

distance 0.279 · cross-district

#16 · Buldhanacell 4720002134

distance 0.281 · cross-district

#17 · Sanglicell 4930003975

distance 0.283 · cross-district

#18 · Nandedcell 4850002230

distance 0.284

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":4850001077}}}'

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.