Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004333

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004086

distance 0.178 · cross-district

#2 · Dharashivcell 4880001631

distance 0.179 · cross-district

#3 · Sanglicell 4930006168

distance 0.18 · cross-district

#4 · Beedcell 4700006620

distance 0.18

#5 · Ahmednagarcell 4660004239

distance 0.186 · cross-district

#6 · Ahmednagarcell 4660001094

distance 0.189 · cross-district

#7 · Ahmednagarcell 4660002920

distance 0.192 · cross-district

#8 · Washimcell 4990000775

distance 0.193 · cross-district

#9 · Ahmednagarcell 4660005079

distance 0.194 · cross-district

#10 · Sanglicell 4930005352

distance 0.195 · cross-district

#11 · Ahmednagarcell 4660000498

distance 0.197 · cross-district

#12 · Beedcell 4700001660

distance 0.198

#13 · Ahmednagarcell 4660002665

distance 0.2 · cross-district

#14 · Ahmednagarcell 4660000547

distance 0.2 · cross-district

#15 · Beedcell 4700002452

distance 0.201

#16 · Dharashivcell 4880000222

distance 0.202 · cross-district

#17 · Dharashivcell 4880000275

distance 0.202 · cross-district

#18 · Ahmednagarcell 4660001350

distance 0.202 · 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":4700004333}}}'

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.