Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001338

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002268

distance 0.263

#2 · Yavatmalcell 5000001657

distance 0.326 · cross-district

#3 · Sataracell 4940003746

distance 0.335

#4 · Sataracell 4940002269

distance 0.34

#5 · Sataracell 4940001660

distance 0.346

#6 · Sataracell 4940002378

distance 0.353

#7 · Sataracell 4940001339

distance 0.356

#8 · Nandedcell 4850007918

distance 0.36 · cross-district

#9 · Dhulecell 4740001148

distance 0.361 · cross-district

#10 · Nashikcell 4870013196

distance 0.362 · cross-district

#11 · Ahmednagarcell 4660008795

distance 0.362 · cross-district

#12 · Sataracell 4940001417

distance 0.364

#13 · Sataracell 4940001950

distance 0.366

#14 · Buldhanacell 4720001844

distance 0.369 · cross-district

#15 · Dharashivcell 4880002184

distance 0.369 · cross-district

#16 · Nandedcell 4850007920

distance 0.37 · cross-district

#17 · Sataracell 4940002602

distance 0.373

#18 · Ahmednagarcell 4660012449

distance 0.374 · 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":4940001338}}}'

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.