Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000895

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006284

distance 0.281 · cross-district

#2 · Sataracell 4940005122

distance 0.318

#3 · Sataracell 4940004013

distance 0.323

#4 · Chhatrapati Sambhajinagarcell 4690003983

distance 0.325 · cross-district

#5 · Ahmednagarcell 4660004178

distance 0.33 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001990

distance 0.335 · cross-district

#7 · Ahmednagarcell 4660011501

distance 0.342 · cross-district

#8 · Sanglicell 4930004359

distance 0.344 · cross-district

#9 · Solapurcell 4960000064

distance 0.352 · cross-district

#10 · Akolacell 4670004653

distance 0.353 · cross-district

#11 · Nashikcell 4870006885

distance 0.354 · cross-district

#12 · Sanglicell 4930006278

distance 0.355 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003795

distance 0.36 · cross-district

#14 · Amravaticell 4680007269

distance 0.375 · cross-district

#15 · Amravaticell 4680007648

distance 0.377 · cross-district

#16 · Sataracell 4940006058

distance 0.377

#17 · Sataracell 4940001224

distance 0.379

#18 · Nashikcell 4870008655

distance 0.384 · 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":4940000895}}}'

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.