Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003896

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004762

distance 0.194

#2 · Ahmednagarcell 4660005677

distance 0.243 · cross-district

#3 · Dharashivcell 4880006399

distance 0.254 · cross-district

#4 · Dhulecell 4740000742

distance 0.257 · cross-district

#5 · Ahmednagarcell 4660004759

distance 0.262 · cross-district

#6 · Beedcell 4700003886

distance 0.268

#7 · Nashikcell 4870012801

distance 0.275 · cross-district

#8 · Solapurcell 4960000574

distance 0.279 · cross-district

#9 · Ahmednagarcell 4660010762

distance 0.285 · cross-district

#10 · Nashikcell 4870012039

distance 0.285 · cross-district

#11 · Punecell 4900005675

distance 0.287 · cross-district

#12 · Nashikcell 4870011574

distance 0.291 · cross-district

#13 · Kolhapurcell 4800005445

distance 0.292 · cross-district

#14 · Ahmednagarcell 4660009578

distance 0.293 · cross-district

#15 · Nashikcell 4870008397

distance 0.294 · cross-district

#16 · Ahmednagarcell 4660001096

distance 0.295 · cross-district

#17 · Solapurcell 4960011356

distance 0.297 · cross-district

#18 · Ahmednagarcell 4660003921

distance 0.298 · 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":4700003896}}}'

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.