Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004584

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002673

distance 0.35 · cross-district

#2 · Nashikcell 4870002610

distance 0.383 · cross-district

#3 · Nashikcell 4870002418

distance 0.389 · cross-district

#4 · Punecell 4900001715

distance 0.401 · cross-district

#5 · Nashikcell 4870002714

distance 0.416 · cross-district

#6 · Sataracell 4940004704

distance 0.431

#7 · Nashikcell 4870002834

distance 0.436 · cross-district

#8 · Ahmednagarcell 4660005349

distance 0.439 · cross-district

#9 · Punecell 4900001577

distance 0.443 · cross-district

#10 · Nashikcell 4870003503

distance 0.446 · cross-district

#11 · Sataracell 4940004703

distance 0.447

#12 · Nashikcell 4870003097

distance 0.45 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002902

distance 0.453 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000174

distance 0.467 · cross-district

#15 · Ahmednagarcell 4660005240

distance 0.467 · cross-district

#16 · Nashikcell 4870003094

distance 0.468 · cross-district

#17 · Sanglicell 4930002672

distance 0.472 · cross-district

#18 · Sataracell 4940004585

distance 0.474

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":4940004584}}}'

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.