Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000427

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

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005506

distance 0.282 · cross-district

#2 · Sataracell 4940001113

distance 0.313

#3 · Akolacell 4670004639

distance 0.318 · cross-district

#4 · Sanglicell 4930002393

distance 0.318 · cross-district

#5 · Sanglicell 4930005838

distance 0.323 · cross-district

#6 · Sataracell 4940000105

distance 0.325

#7 · Sataracell 4940000712

distance 0.328

#8 · Nashikcell 4870004091

distance 0.334 · cross-district

#9 · Solapurcell 4960008880

distance 0.337 · cross-district

#10 · Sataracell 4940000657

distance 0.339

#11 · Sataracell 4940000715

distance 0.342

#12 · Sanglicell 4930004195

distance 0.343 · cross-district

#13 · Sataracell 4940001242

distance 0.346

#14 · Solapurcell 4960010302

distance 0.346 · cross-district

#15 · Sataracell 4940001067

distance 0.348

#16 · Ahmednagarcell 4660013428

distance 0.351 · cross-district

#17 · Solapurcell 4960009771

distance 0.355 · cross-district

#18 · Sanglicell 4930006055

distance 0.355 · 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":4940000427}}}'

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.