Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000890

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.356

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003206

distance 0.356 · cross-district

#2 · Ahmednagarcell 4660012147

distance 0.395 · cross-district

#3 · Ahmednagarcell 4660004944

distance 0.398 · cross-district

#4 · Sanglicell 4930005901

distance 0.405 · cross-district

#5 · Amravaticell 4680006433

distance 0.426 · cross-district

#6 · Kolhapurcell 4800004359

distance 0.44 · cross-district

#7 · Sataracell 4940004466

distance 0.455

#8 · Nashikcell 4870005265

distance 0.457 · cross-district

#9 · Beedcell 4700003114

distance 0.458 · cross-district

#10 · Punecell 4900005796

distance 0.463 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003300

distance 0.465 · cross-district

#12 · Ahmednagarcell 4660011988

distance 0.469 · cross-district

#13 · Jalgaoncell 4780003284

distance 0.469 · cross-district

#14 · Washimcell 4990001307

distance 0.473 · cross-district

#15 · Chandrapurcell 4730005688

distance 0.478 · cross-district

#16 · Sanglicell 4930003561

distance 0.486 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003108

distance 0.491 · cross-district

#18 · Punecell 4900005926

distance 0.492 · 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":4940000890}}}'

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.