Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000157

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.388

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014117

distance 0.388 · cross-district

#2 · Jalgaoncell 4780007728

distance 0.395 · cross-district

#3 · Sanglicell 4930005821

distance 0.402 · cross-district

#4 · Buldhanacell 4720003295

distance 0.405 · cross-district

#5 · Sataracell 4940001069

distance 0.406

#6 · Sataracell 4940000603

distance 0.406

#7 · Jalnacell 4790000662

distance 0.414 · cross-district

#8 · Sanglicell 4930004350

distance 0.423 · cross-district

#9 · Solapurcell 4960000955

distance 0.426 · cross-district

#10 · Punecell 4900000888

distance 0.43 · cross-district

#11 · Akolacell 4670004275

distance 0.43 · cross-district

#12 · Sanglicell 4930003381

distance 0.44 · cross-district

#13 · Sanglicell 4930003894

distance 0.445 · cross-district

#14 · Sataracell 4940000461

distance 0.458

#15 · Chhatrapati Sambhajinagarcell 4690003667

distance 0.46 · cross-district

#16 · Jalnacell 4790000374

distance 0.466 · cross-district

#17 · Sanglicell 4930005529

distance 0.466 · cross-district

#18 · Sanglicell 4930002226

distance 0.467 · 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":4940000157}}}'

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.