Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004213

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.418

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780002109

distance 0.418 · cross-district

#2 · Beedcell 4700005345

distance 0.424 · cross-district

#3 · Solapurcell 4960012030

distance 0.427 · cross-district

#4 · Punecell 4900008988

distance 0.436 · cross-district

#5 · Gondiacell 4760002360

distance 0.439 · cross-district

#6 · Nashikcell 4870003488

distance 0.482 · cross-district

#7 · Jalgaoncell 4780008459

distance 0.486 · cross-district

#8 · Akolacell 4670001333

distance 0.504 · cross-district

#9 · Nashikcell 4870000967

distance 0.508 · cross-district

#10 · Solapurcell 4960005965

distance 0.518 · cross-district

#11 · Ahmednagarcell 4660007625

distance 0.523 · cross-district

#12 · Nashikcell 4870006596

distance 0.525 · cross-district

#13 · Dhulecell 4740000968

distance 0.534 · cross-district

#14 · Nashikcell 4870004657

distance 0.542 · cross-district

#15 · Nashikcell 4870004511

distance 0.545 · cross-district

#16 · Yavatmalcell 5000007729

distance 0.548 · cross-district

#17 · Sataracell 4940004569

distance 0.553

#18 · Beedcell 4700005306

distance 0.558 · 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":4940004213}}}'

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.