Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003659

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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002639

distance 0.223 · cross-district

#2 · Beedcell 4700003661

distance 0.225

#3 · Ahmednagarcell 4660000827

distance 0.241 · cross-district

#4 · Ahmednagarcell 4660001157

distance 0.246 · cross-district

#5 · Ahmednagarcell 4660011874

distance 0.264 · cross-district

#6 · Solapurcell 4960003551

distance 0.267 · cross-district

#7 · Hingolicell 4770003899

distance 0.283 · cross-district

#8 · Jalgaoncell 4780000266

distance 0.284 · cross-district

#9 · Beedcell 4700003215

distance 0.288

#10 · Hingolicell 4770000491

distance 0.292 · cross-district

#11 · Beedcell 4700005700

distance 0.293

#12 · Beedcell 4700001970

distance 0.305

#13 · Ahmednagarcell 4660001327

distance 0.305 · cross-district

#14 · Beedcell 4700008496

distance 0.306

#15 · Sataracell 4940001223

distance 0.308 · cross-district

#16 · Beedcell 4700005030

distance 0.312

#17 · Laturcell 4810000250

distance 0.313 · cross-district

#18 · Ahmednagarcell 4660001566

distance 0.315 · 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":4700003659}}}'

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.