Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000485

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000605

distance 0.188

#2 · Sataracell 4940000325

distance 0.193

#3 · Sanglicell 4930003881

distance 0.207 · cross-district

#4 · Sataracell 4940000721

distance 0.261

#5 · Sataracell 4940000087

distance 0.278

#6 · Sataracell 4940000374

distance 0.286

#7 · Sataracell 4940000990

distance 0.289

#8 · Sataracell 4940000324

distance 0.297

#9 · Sataracell 4940000116

distance 0.298

#10 · Sataracell 4940000191

distance 0.3

#11 · Amravaticell 4680005863

distance 0.301 · cross-district

#12 · Sanglicell 4930003889

distance 0.305 · cross-district

#13 · Sataracell 4940000776

distance 0.312

#14 · Sataracell 4940005576

distance 0.313

#15 · Sataracell 4940000349

distance 0.316

#16 · Sanglicell 4930004195

distance 0.32 · cross-district

#17 · Sanglicell 4930004495

distance 0.325 · cross-district

#18 · Jalgaoncell 4780004501

distance 0.329 · 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":4940000485}}}'

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.