Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007157

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004968

distance 0.135

#2 · Beedcell 4700004653

distance 0.137

#3 · Amravaticell 4680002399

distance 0.138 · cross-district

#4 · Buldhanacell 4720005713

distance 0.139 · cross-district

#5 · Buldhanacell 4720005309

distance 0.139 · cross-district

#6 · Amravaticell 4680004080

distance 0.141 · cross-district

#7 · Beedcell 4700003789

distance 0.142

#8 · Dharashivcell 4880000760

distance 0.142 · cross-district

#9 · Buldhanacell 4720006355

distance 0.143 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000439

distance 0.143 · cross-district

#11 · Solapurcell 4960000855

distance 0.143 · cross-district

#12 · Beedcell 4700000938

distance 0.144

#13 · Buldhanacell 4720005302

distance 0.144 · cross-district

#14 · Amravaticell 4680005162

distance 0.147 · cross-district

#15 · Buldhanacell 4720003975

distance 0.147 · cross-district

#16 · Jalgaoncell 4780002882

distance 0.147 · cross-district

#17 · Parbhanicell 4890005150

distance 0.148 · cross-district

#18 · Jalnacell 4790001675

distance 0.149 · 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":4700007157}}}'

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.