Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001039

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001041

distance 0.275

#2 · Sataracell 4940004694

distance 0.284

#3 · Sataracell 4940001166

distance 0.3

#4 · Sataracell 4940000457

distance 0.304

#5 · Sataracell 4940003853

distance 0.304

#6 · Sataracell 4940005829

distance 0.306

#7 · Amravaticell 4680006216

distance 0.316 · cross-district

#8 · Sataracell 4940001114

distance 0.317

#9 · Sataracell 4940000255

distance 0.317

#10 · Sataracell 4940005074

distance 0.32

#11 · Sataracell 4940000705

distance 0.322

#12 · Sataracell 4940002360

distance 0.327

#13 · Kolhapurcell 4800005296

distance 0.327 · cross-district

#14 · Sataracell 4940001038

distance 0.328

#15 · Sataracell 4940000170

distance 0.33

#16 · Sataracell 4940000306

distance 0.33

#17 · Buldhanacell 4720004778

distance 0.333 · cross-district

#18 · Sataracell 4940001044

distance 0.333

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":4940001039}}}'

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.