Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001099

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000629

distance 0.297

#2 · Sataracell 4940002707

distance 0.373

#3 · Sataracell 4940001548

distance 0.388

#4 · Sataracell 4940000133

distance 0.389

#5 · Beedcell 4700003553

distance 0.392 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001989

distance 0.394 · cross-district

#7 · Nashikcell 4870013237

distance 0.396 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001196

distance 0.397 · cross-district

#9 · Sataracell 4940001173

distance 0.398

#10 · Ahmednagarcell 4660004478

distance 0.4 · cross-district

#11 · Dhulecell 4740004091

distance 0.401 · cross-district

#12 · Sataracell 4940001206

distance 0.402

#13 · Chhatrapati Sambhajinagarcell 4690002726

distance 0.412 · cross-district

#14 · Sataracell 4940002373

distance 0.412

#15 · Buldhanacell 4720008386

distance 0.412 · cross-district

#16 · Ahmednagarcell 4660007061

distance 0.413 · cross-district

#17 · Sataracell 4940001737

distance 0.415

#18 · Sanglicell 4930000652

distance 0.418 · 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":4940001099}}}'

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.