Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004792

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004716

distance 0.114 · cross-district

#2 · Beedcell 4700006942

distance 0.12

#3 · Solapurcell 4960005538

distance 0.126 · cross-district

#4 · Solapurcell 4960004700

distance 0.129 · cross-district

#5 · Dharashivcell 4880006148

distance 0.131 · cross-district

#6 · Dharashivcell 4880000512

distance 0.133 · cross-district

#7 · Solapurcell 4960003148

distance 0.135 · cross-district

#8 · Dharashivcell 4880004204

distance 0.135 · cross-district

#9 · Solapurcell 4960005816

distance 0.138 · cross-district

#10 · Beedcell 4700007140

distance 0.142

#11 · Buldhanacell 4720005374

distance 0.145 · cross-district

#12 · Parbhanicell 4890000474

distance 0.147 · cross-district

#13 · Dharashivcell 4880000660

distance 0.147 · cross-district

#14 · Dharashivcell 4880001076

distance 0.148 · cross-district

#15 · Jalnacell 4790000010

distance 0.149 · cross-district

#16 · Akolacell 4670001125

distance 0.153 · cross-district

#17 · Solapurcell 4960003560

distance 0.154 · cross-district

#18 · Dharashivcell 4880003258

distance 0.154 · 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":4700004792}}}'

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.