Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000154

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

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005805

distance 0.254 · cross-district

#2 · Sataracell 4940001073

distance 0.267

#3 · Sanglicell 4930006244

distance 0.271 · cross-district

#4 · Sataracell 4940000262

distance 0.278

#5 · Amravaticell 4680002760

distance 0.291 · cross-district

#6 · Amravaticell 4680006585

distance 0.298 · cross-district

#7 · Sanglicell 4930004221

distance 0.298 · cross-district

#8 · Sataracell 4940000531

distance 0.299

#9 · Sanglicell 4930005069

distance 0.303 · cross-district

#10 · Sanglicell 4930005878

distance 0.303 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005779

distance 0.303 · cross-district

#12 · Punecell 4900000331

distance 0.306 · cross-district

#13 · Amravaticell 4680006573

distance 0.307 · cross-district

#14 · Sataracell 4940000779

distance 0.312

#15 · Sataracell 4940004842

distance 0.315

#16 · Nashikcell 4870003131

distance 0.315 · cross-district

#17 · Akolacell 4670004480

distance 0.319 · cross-district

#18 · Jalnacell 4790001521

distance 0.319 · 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":4940000154}}}'

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.