Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002781

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000074

distance 0.12 · cross-district

#2 · Beedcell 4700002954

distance 0.124

#3 · Beedcell 4700002611

distance 0.126

#4 · Parbhanicell 4890000127

distance 0.148 · cross-district

#5 · Dharashivcell 4880005358

distance 0.161 · cross-district

#6 · Beedcell 4700002609

distance 0.172

#7 · Parbhanicell 4890000096

distance 0.186 · cross-district

#8 · Beedcell 4700003126

distance 0.191

#9 · Beedcell 4700002610

distance 0.191

#10 · Dharashivcell 4880005453

distance 0.197 · cross-district

#11 · Dharashivcell 4880005359

distance 0.199 · cross-district

#12 · Parbhanicell 4890000075

distance 0.203 · cross-district

#13 · Beedcell 4700003125

distance 0.204

#14 · Dharashivcell 4880005454

distance 0.204 · cross-district

#15 · Parbhanicell 4890000007

distance 0.207 · cross-district

#16 · Dharashivcell 4880005895

distance 0.208 · cross-district

#17 · Dharashivcell 4880005637

distance 0.209 · cross-district

#18 · Parbhanicell 4890000042

distance 0.212 · 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":4700002781}}}'

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.