Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004697

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004816

distance 0.227

#2 · Sataracell 4940004215

distance 0.322

#3 · Sataracell 4940004458

distance 0.338

#4 · Sataracell 4940004696

distance 0.356

#5 · Nashikcell 4870002241

distance 0.36 · cross-district

#6 · Sataracell 4940004577

distance 0.363

#7 · Sataracell 4940004576

distance 0.366

#8 · Sataracell 4940005695

distance 0.371

#9 · Ahmednagarcell 4660010323

distance 0.372 · cross-district

#10 · Sataracell 4940000518

distance 0.375

#11 · Sataracell 4940004947

distance 0.379

#12 · Sataracell 4940004945

distance 0.379

#13 · Ahmednagarcell 4660010655

distance 0.386 · cross-district

#14 · Ahmednagarcell 4660013682

distance 0.386 · cross-district

#15 · Ahmednagarcell 4660011298

distance 0.388 · cross-district

#16 · Ahmednagarcell 4660009324

distance 0.391 · cross-district

#17 · Ahmednagarcell 4660010158

distance 0.392 · cross-district

#18 · Sataracell 4940005458

distance 0.393

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":4940004697}}}'

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.