Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002248

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002250

distance 0.199

#2 · Nashikcell 4870006844

distance 0.256 · cross-district

#3 · Sataracell 4940001832

distance 0.263

#4 · Sataracell 4940000850

distance 0.267

#5 · Sataracell 4940000971

distance 0.28

#6 · Nashikcell 4870006849

distance 0.28 · cross-district

#7 · Sataracell 4940000907

distance 0.282

#8 · Nashikcell 4870005957

distance 0.284 · cross-district

#9 · Amravaticell 4680007264

distance 0.289 · cross-district

#10 · Sataracell 4940001215

distance 0.29

#11 · Sataracell 4940000853

distance 0.293

#12 · Nashikcell 4870008146

distance 0.298 · cross-district

#13 · Beedcell 4700005792

distance 0.298 · cross-district

#14 · Sataracell 4940002705

distance 0.299

#15 · Nashikcell 4870005374

distance 0.302 · cross-district

#16 · Sataracell 4940002477

distance 0.304

#17 · Nashikcell 4870007418

distance 0.305 · cross-district

#18 · Nashikcell 4870005953

distance 0.308 · 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":4940002248}}}'

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.