Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001101

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001225

distance 0.074

#2 · Sataracell 4940001177

distance 0.204

#3 · Nashikcell 4870010934

distance 0.207 · cross-district

#4 · Sataracell 4940005927

distance 0.224

#5 · Buldhanacell 4720008348

distance 0.225 · cross-district

#6 · Nashikcell 4870013447

distance 0.226 · cross-district

#7 · Nashikcell 4870012479

distance 0.228 · cross-district

#8 · Nashikcell 4870013450

distance 0.23 · cross-district

#9 · Buldhanacell 4720008323

distance 0.233 · cross-district

#10 · Buldhanacell 4720008324

distance 0.241 · cross-district

#11 · Dhulecell 4740000429

distance 0.242 · cross-district

#12 · Buldhanacell 4720008346

distance 0.243 · cross-district

#13 · Amravaticell 4680008049

distance 0.244 · cross-district

#14 · Sataracell 4940000473

distance 0.246

#15 · Sataracell 4940001060

distance 0.246

#16 · Nashikcell 4870013431

distance 0.249 · cross-district

#17 · Buldhanacell 4720008345

distance 0.25 · cross-district

#18 · Sataracell 4940000417

distance 0.254

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":4940001101}}}'

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.