Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000481

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004132

distance 0.265

#2 · Nashikcell 4870008352

distance 0.266 · cross-district

#3 · Sataracell 4940000574

distance 0.276

#4 · Sataracell 4940005582

distance 0.278

#5 · Sataracell 4940000751

distance 0.288

#6 · Amravaticell 4680005838

distance 0.292 · cross-district

#7 · Sanglicell 4930005882

distance 0.294 · cross-district

#8 · Sataracell 4940000752

distance 0.307

#9 · Sataracell 4940000694

distance 0.31

#10 · Sataracell 4940000810

distance 0.31

#11 · Amravaticell 4680005857

distance 0.314 · cross-district

#12 · Sataracell 4940000809

distance 0.315

#13 · Sanglicell 4930004024

distance 0.316 · cross-district

#14 · Sataracell 4940005330

distance 0.317

#15 · Sanglicell 4930004642

distance 0.318 · cross-district

#16 · Sanglicell 4930004023

distance 0.325 · cross-district

#17 · Sataracell 4940005583

distance 0.327

#18 · Akolacell 4670004654

distance 0.328 · 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":4940000481}}}'

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.