Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001717

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004417

distance 0.322 · cross-district

#2 · Sataracell 4940002348

distance 0.339

#3 · Hingolicell 4770003300

distance 0.34 · cross-district

#4 · Laturcell 4810005304

distance 0.342 · cross-district

#5 · Sataracell 4940001916

distance 0.348

#6 · Chhatrapati Sambhajinagarcell 4690007976

distance 0.354 · cross-district

#7 · Solapurcell 4960011249

distance 0.366 · cross-district

#8 · Parbhanicell 4890002048

distance 0.367 · cross-district

#9 · Sanglicell 4930004418

distance 0.369 · cross-district

#10 · Sanglicell 4930004267

distance 0.376 · cross-district

#11 · Laturcell 4810005454

distance 0.378 · cross-district

#12 · Sanglicell 4930006911

distance 0.381 · cross-district

#13 · Laturcell 4810004860

distance 0.383 · cross-district

#14 · Sataracell 4940001449

distance 0.386

#15 · Laturcell 4810004859

distance 0.39 · cross-district

#16 · Sataracell 4940002394

distance 0.392

#17 · Hingolicell 4770004023

distance 0.393 · cross-district

#18 · Laturcell 4810005048

distance 0.395 · 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":4940001717}}}'

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.