Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006166

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

0.92

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 4940004348

distance 0.209

#2 · Nashikcell 4870003961

distance 0.251 · cross-district

#3 · Sataracell 4940004846

distance 0.26

#4 · Punecell 4900003492

distance 0.263 · cross-district

#5 · Punecell 4900001306

distance 0.265 · cross-district

#6 · Sataracell 4940007391

distance 0.27

#7 · Sataracell 4940008682

distance 0.274

#8 · Sataracell 4940008022

distance 0.276

#9 · Nashikcell 4870003372

distance 0.282 · cross-district

#10 · Beedcell 4700005539

distance 0.283 · cross-district

#11 · Nashikcell 4870005403

distance 0.284 · cross-district

#12 · Solapurcell 4960006641

distance 0.291 · cross-district

#13 · Ahmednagarcell 4660003123

distance 0.292 · cross-district

#14 · Nashikcell 4870005851

distance 0.296 · cross-district

#15 · Punecell 4900000799

distance 0.299 · cross-district

#16 · Punecell 4900000928

distance 0.3 · cross-district

#17 · Nashikcell 4870006001

distance 0.3 · cross-district

#18 · Kolhapurcell 4800002822

distance 0.3 · 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":4940006166}}}'

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.