Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000771

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001519

distance 0.29 · cross-district

#2 · Sataracell 4940001241

distance 0.319

#3 · Sataracell 4940004868

distance 0.34

#4 · Solapurcell 4960009489

distance 0.345 · cross-district

#5 · Sataracell 4940004713

distance 0.358

#6 · Sataracell 4940008690

distance 0.36

#7 · Kolhapurcell 4800004783

distance 0.367 · cross-district

#8 · Sataracell 4940004379

distance 0.367

#9 · Punecell 4900001966

distance 0.367 · cross-district

#10 · Sanglicell 4930006229

distance 0.369 · cross-district

#11 · Jalnacell 4790001308

distance 0.375 · cross-district

#12 · Kolhapurcell 4800004957

distance 0.376 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006438

distance 0.379 · cross-district

#14 · Sanglicell 4930000801

distance 0.379 · cross-district

#15 · Sanglicell 4930002001

distance 0.379 · cross-district

#16 · Kolhapurcell 4800003670

distance 0.381 · cross-district

#17 · Sataracell 4940000489

distance 0.383

#18 · Kolhapurcell 4800005566

distance 0.387 · 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":4940000771}}}'

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.