Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000191

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000776

distance 0.221

#2 · Sataracell 4940000485

distance 0.3

#3 · Kolhapurcell 4800004372

distance 0.301 · cross-district

#4 · Sataracell 4940000325

distance 0.329

#5 · Sataracell 4940000606

distance 0.337

#6 · Solapurcell 4960011737

distance 0.343 · cross-district

#7 · Punecell 4900003493

distance 0.345 · cross-district

#8 · Akolacell 4670004639

distance 0.347 · cross-district

#9 · Sataracell 4940000605

distance 0.351

#10 · Sanglicell 4930003881

distance 0.358 · cross-district

#11 · Kolhapurcell 4800003867

distance 0.379 · cross-district

#12 · Solapurcell 4960009299

distance 0.382 · cross-district

#13 · Solapurcell 4960008293

distance 0.385 · cross-district

#14 · Sataracell 4940000098

distance 0.388

#15 · Ahmednagarcell 4660012821

distance 0.405 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005506

distance 0.414 · cross-district

#17 · Sataracell 4940000087

distance 0.415

#18 · Jalgaoncell 4780005794

distance 0.417 · 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":4940000191}}}'

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.