Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003011

The MH-36 locality cells most similar to this Sangli 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001844

distance 0.225

#2 · Sanglicell 4930000697

distance 0.258

#3 · Sataracell 4940004370

distance 0.273 · cross-district

#4 · Sanglicell 4930000893

distance 0.282

#5 · Sanglicell 4930004207

distance 0.293

#6 · Sataracell 4940004501

distance 0.303 · cross-district

#7 · Sanglicell 4930006033

distance 0.312

#8 · Kolhapurcell 4800005959

distance 0.316 · cross-district

#9 · Sataracell 4940000144

distance 0.32 · cross-district

#10 · Sanglicell 4930006810

distance 0.321

#11 · Sanglicell 4930003010

distance 0.329

#12 · Sanglicell 4930006882

distance 0.329

#13 · Kolhapurcell 4800004873

distance 0.329 · cross-district

#14 · Sataracell 4940008329

distance 0.331 · cross-district

#15 · Sataracell 4940002660

distance 0.331 · cross-district

#16 · Sataracell 4940005021

distance 0.332 · cross-district

#17 · Sataracell 4940008015

distance 0.333 · cross-district

#18 · Sataracell 4940006690

distance 0.334 · 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":493,"cluster_id":4930003011}}}'

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.