Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005301

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005426

distance 0.213

#2 · Sataracell 4940006337

distance 0.253

#3 · Ratnagiricell 4920005542

distance 0.265 · cross-district

#4 · Sataracell 4940005179

distance 0.28

#5 · Ratnagiricell 4920006494

distance 0.287 · cross-district

#6 · Sataracell 4940004790

distance 0.29

#7 · Sataracell 4940006227

distance 0.312

#8 · Sataracell 4940005548

distance 0.314

#9 · Sataracell 4940006974

distance 0.317

#10 · Ratnagiricell 4920006047

distance 0.321 · cross-district

#11 · Thanecell 4970003515

distance 0.323 · cross-district

#12 · Sataracell 4940005303

distance 0.327

#13 · Punecell 4900000738

distance 0.335 · cross-district

#14 · Sataracell 4940000852

distance 0.336

#15 · Ratnagiricell 4920007015

distance 0.34 · cross-district

#16 · Ratnagiricell 4920005871

distance 0.34 · cross-district

#17 · Ratnagiricell 4920005600

distance 0.341 · cross-district

#18 · Nashikcell 4870001617

distance 0.343 · 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":4940005301}}}'

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.