Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001136

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005417

distance 0.273 · cross-district

#2 · Solapurcell 4960006487

distance 0.284 · cross-district

#3 · Sataracell 4940001077

distance 0.292

#4 · Sataracell 4940001187

distance 0.296

#5 · Sataracell 4940002562

distance 0.297

#6 · Sataracell 4940004969

distance 0.299

#7 · Sanglicell 4930006962

distance 0.299 · cross-district

#8 · Nashikcell 4870009463

distance 0.308 · cross-district

#9 · Punecell 4900001737

distance 0.312 · cross-district

#10 · Sataracell 4940002782

distance 0.312

#11 · Sataracell 4940006855

distance 0.312

#12 · Sanglicell 4930005212

distance 0.313 · cross-district

#13 · Nashikcell 4870009072

distance 0.315 · cross-district

#14 · Sataracell 4940002450

distance 0.316

#15 · Sataracell 4940006082

distance 0.316

#16 · Sanglicell 4930006028

distance 0.318 · cross-district

#17 · Sataracell 4940002783

distance 0.319

#18 · Sanglicell 4930006721

distance 0.321 · 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":4940001136}}}'

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.