Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001241

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000892

distance 0.239

#2 · Kolhapurcell 4800004783

distance 0.272 · cross-district

#3 · Solapurcell 4960008104

distance 0.292 · cross-district

#4 · Sataracell 4940004600

distance 0.298

#5 · Sanglicell 4930000213

distance 0.299 · cross-district

#6 · Sataracell 4940005599

distance 0.301

#7 · Ahmednagarcell 4660002446

distance 0.314 · cross-district

#8 · Sataracell 4940000771

distance 0.319

#9 · Ahmednagarcell 4660012600

distance 0.334 · cross-district

#10 · Solapurcell 4960007673

distance 0.336 · cross-district

#11 · Nashikcell 4870000478

distance 0.339 · cross-district

#12 · Ahmednagarcell 4660013558

distance 0.34 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001544

distance 0.342 · cross-district

#14 · Wardhacell 4980000807

distance 0.343 · cross-district

#15 · Sanglicell 4930002001

distance 0.347 · cross-district

#16 · Punecell 4900005648

distance 0.349 · cross-district

#17 · Akolacell 4670001239

distance 0.354 · cross-district

#18 · Punecell 4900005521

distance 0.356 · 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":4940001241}}}'

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.