Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000797

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

0.366

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004071

distance 0.366 · cross-district

#2 · Jalgaoncell 4780006978

distance 0.366 · cross-district

#3 · Sataracell 4940005077

distance 0.366

#4 · Jalgaoncell 4780006839

distance 0.381 · cross-district

#5 · Beedcell 4700008677

distance 0.387 · cross-district

#6 · Kolhapurcell 4800000305

distance 0.397 · cross-district

#7 · Sataracell 4940004212

distance 0.404

#8 · Nandedcell 4850004414

distance 0.404 · cross-district

#9 · Chandrapurcell 4730002903

distance 0.408 · cross-district

#10 · Ahmednagarcell 4660004252

distance 0.408 · cross-district

#11 · Sataracell 4940005206

distance 0.409

#12 · Amravaticell 4680005992

distance 0.416 · cross-district

#13 · Ahmednagarcell 4660011629

distance 0.421 · cross-district

#14 · Jalgaoncell 4780006530

distance 0.423 · cross-district

#15 · Buldhanacell 4720000664

distance 0.425 · cross-district

#16 · Jalgaoncell 4780005206

distance 0.426 · cross-district

#17 · Punecell 4900002809

distance 0.43 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003523

distance 0.432 · 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":4940000797}}}'

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.