Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005333

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001450

distance 0.155 · cross-district

#2 · Beedcell 4700004851

distance 0.16

#3 · Sanglicell 4930004307

distance 0.169 · cross-district

#4 · Beedcell 4700002715

distance 0.172

#5 · Dharashivcell 4880004531

distance 0.18 · cross-district

#6 · Dharashivcell 4880006203

distance 0.182 · cross-district

#7 · Beedcell 4700004854

distance 0.183

#8 · Beedcell 4700003990

distance 0.193

#9 · Dharashivcell 4880005115

distance 0.193 · cross-district

#10 · Dharashivcell 4880000597

distance 0.194 · cross-district

#11 · Ahmednagarcell 4660001669

distance 0.195 · cross-district

#12 · Ahmednagarcell 4660004098

distance 0.195 · cross-district

#13 · Solapurcell 4960000200

distance 0.196 · cross-district

#14 · Ahmednagarcell 4660000999

distance 0.198 · cross-district

#15 · Beedcell 4700000890

distance 0.199

#16 · Solapurcell 4960000152

distance 0.199 · cross-district

#17 · Ahmednagarcell 4660001000

distance 0.2 · cross-district

#18 · Dharashivcell 4880002766

distance 0.2 · 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":4700005333}}}'

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.