Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003713

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003714

distance 0.181

#2 · Solapurcell 4960010753

distance 0.21 · cross-district

#3 · Akolacell 4670003201

distance 0.23 · cross-district

#4 · Ahmednagarcell 4660002433

distance 0.236 · cross-district

#5 · Parbhanicell 4890005449

distance 0.237 · cross-district

#6 · Hingolicell 4770002976

distance 0.259 · cross-district

#7 · Hingolicell 4770002607

distance 0.26 · cross-district

#8 · Solapurcell 4960010677

distance 0.262 · cross-district

#9 · Ahmednagarcell 4660002620

distance 0.265 · cross-district

#10 · Ahmednagarcell 4660003250

distance 0.267 · cross-district

#11 · Sataracell 4940004331

distance 0.267

#12 · Ahmednagarcell 4660002335

distance 0.271 · cross-district

#13 · Solapurcell 4960011637

distance 0.272 · cross-district

#14 · Punecell 4900003497

distance 0.272 · cross-district

#15 · Punecell 4900002946

distance 0.276 · cross-district

#16 · Punecell 4900003365

distance 0.277 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000801

distance 0.277 · cross-district

#18 · Sanglicell 4930006802

distance 0.279 · 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":4940003713}}}'

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.