Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000658

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

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000892

distance 0.3

#2 · Buldhanacell 4720004309

distance 0.315 · cross-district

#3 · Sataracell 4940000603

distance 0.321

#4 · Nashikcell 4870005144

distance 0.339 · cross-district

#5 · Sataracell 4940001241

distance 0.363

#6 · Sataracell 4940004600

distance 0.364

#7 · Ahmednagarcell 4660013558

distance 0.399 · cross-district

#8 · Sataracell 4940000660

distance 0.404

#9 · Akolacell 4670000505

distance 0.405 · cross-district

#10 · Nashikcell 4870003948

distance 0.409 · cross-district

#11 · Nashikcell 4870011065

distance 0.41 · cross-district

#12 · Amravaticell 4680006149

distance 0.411 · cross-district

#13 · Ahmednagarcell 4660001242

distance 0.411 · cross-district

#14 · Solapurcell 4960007673

distance 0.413 · cross-district

#15 · Wardhacell 4980000807

distance 0.423 · cross-district

#16 · Nashikcell 4870010012

distance 0.429 · cross-district

#17 · Nashikcell 4870009491

distance 0.431 · cross-district

#18 · Nashikcell 4870010847

distance 0.435 · 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":4940000658}}}'

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.