Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000246

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

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004239

distance 0.342 · cross-district

#2 · Nagpurcell 4840007087

distance 0.352 · cross-district

#3 · Sanglicell 4930006154

distance 0.356 · cross-district

#4 · Nagpurcell 4840006877

distance 0.36 · cross-district

#5 · Ahmednagarcell 4660011790

distance 0.361 · cross-district

#6 · Ahmednagarcell 4660010203

distance 0.365 · cross-district

#7 · Dharashivcell 4880000663

distance 0.368 · cross-district

#8 · Amravaticell 4680006949

distance 0.378 · cross-district

#9 · Beedcell 4700005787

distance 0.379 · cross-district

#10 · Amravaticell 4680001528

distance 0.387 · cross-district

#11 · Dhulecell 4740005349

distance 0.392 · cross-district

#12 · Jalgaoncell 4780007999

distance 0.394 · cross-district

#13 · Amravaticell 4680005327

distance 0.395 · cross-district

#14 · Solapurcell 4960011469

distance 0.4 · cross-district

#15 · Buldhanacell 4720003489

distance 0.401 · cross-district

#16 · Kolhapurcell 4800000585

distance 0.402 · cross-district

#17 · Ahmednagarcell 4660002129

distance 0.402 · cross-district

#18 · Nagpurcell 4840007490

distance 0.403 · 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":4940000246}}}'

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.