Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001299

The MH-36 locality cells most similar to this Satara 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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003399

distance 0.268

#2 · Beedcell 4700005684

distance 0.28 · cross-district

#3 · Sataracell 4940001659

distance 0.283

#4 · Sataracell 4940001573

distance 0.29

#5 · Beedcell 4700007127

distance 0.295 · cross-district

#6 · Kolhapurcell 4800003225

distance 0.309 · cross-district

#7 · Jalgaoncell 4780005871

distance 0.315 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001653

distance 0.317 · cross-district

#9 · Sataracell 4940002276

distance 0.32

#10 · Beedcell 4700005840

distance 0.323 · cross-district

#11 · Sataracell 4940002609

distance 0.324

#12 · Kolhapurcell 4800003593

distance 0.325 · cross-district

#13 · Ahmednagarcell 4660005294

distance 0.327 · cross-district

#14 · Laturcell 4810003683

distance 0.328 · cross-district

#15 · Solapurcell 4960008169

distance 0.329 · cross-district

#16 · Kolhapurcell 4800003787

distance 0.329 · cross-district

#17 · Sataracell 4940003632

distance 0.33

#18 · Beedcell 4700007019

distance 0.331 · 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":494,"cluster_id":4940001299}}}'

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.