Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003418

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.404

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009918

distance 0.404 · cross-district

#2 · Sanglicell 4930002840

distance 0.458 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690005175

distance 0.465 · cross-district

#4 · Nagpurcell 4840003001

distance 0.466 · cross-district

#5 · Ahmednagarcell 4660006050

distance 0.469 · cross-district

#6 · Nashikcell 4870003101

distance 0.479 · cross-district

#7 · Nashikcell 4870003165

distance 0.479 · cross-district

#8 · Nashikcell 4870003520

distance 0.484 · cross-district

#9 · Punecell 4900001308

distance 0.492 · cross-district

#10 · Kolhapurcell 4800001902

distance 0.494 · cross-district

#11 · Ahmednagarcell 4660012148

distance 0.512 · cross-district

#12 · Amravaticell 4680003089

distance 0.513 · cross-district

#13 · Nashikcell 4870005002

distance 0.514 · cross-district

#14 · Nashikcell 4870002974

distance 0.515 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003032

distance 0.515 · cross-district

#16 · Nashikcell 4870003969

distance 0.516 · cross-district

#17 · Nashikcell 4870006587

distance 0.52 · cross-district

#18 · Punecell 4900000845

distance 0.521 · 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":4940003418}}}'

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.