Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001855

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001359

distance 0.214

#2 · Sataracell 4940003517

distance 0.238

#3 · Sataracell 4940002844

distance 0.244

#4 · Sataracell 4940003631

distance 0.279

#5 · Beedcell 4700004067

distance 0.301 · cross-district

#6 · Kolhapurcell 4800002837

distance 0.306 · cross-district

#7 · Kolhapurcell 4800003797

distance 0.308 · cross-district

#8 · Sataracell 4940003402

distance 0.312

#9 · Kolhapurcell 4800002875

distance 0.312 · cross-district

#10 · Sataracell 4940002615

distance 0.315

#11 · Sataracell 4940001279

distance 0.328

#12 · Sanglicell 4930001307

distance 0.328 · cross-district

#13 · Sataracell 4940003169

distance 0.33

#14 · Dharashivcell 4880006363

distance 0.332 · cross-district

#15 · Beedcell 4700007579

distance 0.334 · cross-district

#16 · Ahmednagarcell 4660003124

distance 0.335 · cross-district

#17 · Kolhapurcell 4800003084

distance 0.342 · cross-district

#18 · Beedcell 4700008832

distance 0.342 · 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":4940001855}}}'

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.