Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000156

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000431

distance 0.209

#2 · Sanglicell 4930006126

distance 0.22 · cross-district

#3 · Sanglicell 4930005412

distance 0.228 · cross-district

#4 · Nashikcell 4870003982

distance 0.231 · cross-district

#5 · Nashikcell 4870004570

distance 0.24 · cross-district

#6 · Sanglicell 4930004228

distance 0.243 · cross-district

#7 · Sanglicell 4930003008

distance 0.244 · cross-district

#8 · Solapurcell 4960008515

distance 0.247 · cross-district

#9 · Kolhapurcell 4800005469

distance 0.252 · cross-district

#10 · Sanglicell 4930006401

distance 0.254 · cross-district

#11 · Sanglicell 4930006541

distance 0.261 · cross-district

#12 · Solapurcell 4960007800

distance 0.264 · cross-district

#13 · Sanglicell 4930006077

distance 0.264 · cross-district

#14 · Sataracell 4940000604

distance 0.27

#15 · Sanglicell 4930005804

distance 0.272 · cross-district

#16 · Solapurcell 4960011924

distance 0.272 · cross-district

#17 · Sataracell 4940000318

distance 0.273

#18 · Sanglicell 4930001520

distance 0.273 · 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":4940000156}}}'

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.