Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006935

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004045

distance 0.117 · cross-district

#2 · Buldhanacell 4720006769

distance 0.121 · cross-district

#3 · Jalnacell 4790002064

distance 0.124 · cross-district

#4 · Beedcell 4700001063

distance 0.127

#5 · Buldhanacell 4720004580

distance 0.127 · cross-district

#6 · Beedcell 4700005615

distance 0.128

#7 · Beedcell 4700006290

distance 0.13

#8 · Parbhanicell 4890005100

distance 0.131 · cross-district

#9 · Buldhanacell 4720004587

distance 0.133 · cross-district

#10 · Parbhanicell 4890004883

distance 0.133 · cross-district

#11 · Solapurcell 4960006431

distance 0.134 · cross-district

#12 · Jalgaoncell 4780001621

distance 0.136 · cross-district

#13 · Dharashivcell 4880001176

distance 0.136 · cross-district

#14 · Solapurcell 4960001111

distance 0.137 · cross-district

#15 · Parbhanicell 4890004069

distance 0.138 · cross-district

#16 · Beedcell 4700006154

distance 0.138

#17 · Akolacell 4670000627

distance 0.14 · cross-district

#18 · Buldhanacell 4720006770

distance 0.14 · 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":4700006935}}}'

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.