Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003453

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004931

distance 0.212 · cross-district

#2 · Nandedcell 4850000559

distance 0.217 · cross-district

#3 · Solapurcell 4960008423

distance 0.232 · cross-district

#4 · Buldhanacell 4720004157

distance 0.243 · cross-district

#5 · Dharashivcell 4880004207

distance 0.246 · cross-district

#6 · Ahmednagarcell 4660001327

distance 0.247 · cross-district

#7 · Hingolicell 4770003899

distance 0.247 · cross-district

#8 · Nandedcell 4850000527

distance 0.25 · cross-district

#9 · Sanglicell 4930005971

distance 0.254 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003862

distance 0.261 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.262 · cross-district

#12 · Solapurcell 4960003270

distance 0.263 · cross-district

#13 · Solapurcell 4960004555

distance 0.263 · cross-district

#14 · Ahmednagarcell 4660001001

distance 0.265 · cross-district

#15 · Dharashivcell 4880003308

distance 0.266 · cross-district

#16 · Dharashivcell 4880000247

distance 0.267 · cross-district

#17 · Dharashivcell 4880000335

distance 0.269 · cross-district

#18 · Jalgaoncell 4780000266

distance 0.273 · 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":470,"cluster_id":4700003453}}}'

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.