Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003640

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002774

distance 0.092

#2 · Beedcell 4700003468

distance 0.122

#3 · Jalgaoncell 4780000427

distance 0.152 · cross-district

#4 · Jalgaoncell 4780001263

distance 0.158 · cross-district

#5 · Parbhanicell 4890000287

distance 0.161 · cross-district

#6 · Beedcell 4700002775

distance 0.161

#7 · Parbhanicell 4890000244

distance 0.165 · cross-district

#8 · Jalgaoncell 4780000130

distance 0.167 · cross-district

#9 · Jalgaoncell 4780000132

distance 0.167 · cross-district

#10 · Chandrapurcell 4730001583

distance 0.173 · cross-district

#11 · Jalgaoncell 4780000426

distance 0.173 · cross-district

#12 · Jalgaoncell 4780000131

distance 0.176 · cross-district

#13 · Beedcell 4700002605

distance 0.179

#14 · Beedcell 4700003810

distance 0.179

#15 · Chandrapurcell 4730001494

distance 0.182 · cross-district

#16 · Chandrapurcell 4730001586

distance 0.185 · cross-district

#17 · Jalgaoncell 4780000323

distance 0.186 · cross-district

#18 · Jalgaoncell 4780000706

distance 0.186 · 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":4700003640}}}'

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.