Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000659

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.397

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002673

distance 0.397 · cross-district

#2 · Sataracell 4940004703

distance 0.428

#3 · Washimcell 4990001307

distance 0.5 · cross-district

#4 · Sanglicell 4930002672

distance 0.501 · cross-district

#5 · Sataracell 4940004584

distance 0.502

#6 · Punecell 4900001859

distance 0.508 · cross-district

#7 · Sataracell 4940004585

distance 0.517

#8 · Jalgaoncell 4780003284

distance 0.524 · cross-district

#9 · Amravaticell 4680006433

distance 0.542 · cross-district

#10 · Ahmednagarcell 4660012147

distance 0.546 · cross-district

#11 · Chandrapurcell 4730003314

distance 0.559 · cross-district

#12 · Nashikcell 4870002714

distance 0.56 · cross-district

#13 · Sataracell 4940004464

distance 0.562

#14 · Ahmednagarcell 4660005465

distance 0.564 · cross-district

#15 · Punecell 4900001715

distance 0.576 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003100

distance 0.58 · cross-district

#17 · Sanglicell 4930002538

distance 0.58 · cross-district

#18 · Nashikcell 4870003433

distance 0.583 · 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":4940000659}}}'

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.