Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005332

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001914

distance 0.234 · cross-district

#2 · Sataracell 4940003007

distance 0.24 · cross-district

#3 · Sanglicell 4930000852

distance 0.258

#4 · Sanglicell 4930003769

distance 0.261

#5 · Sanglicell 4930005095

distance 0.267

#6 · Sanglicell 4930001059

distance 0.275

#7 · Solapurcell 4960000022

distance 0.276 · cross-district

#8 · Solapurcell 4960000063

distance 0.276 · cross-district

#9 · Sataracell 4940002783

distance 0.277 · cross-district

#10 · Beedcell 4700001786

distance 0.277 · cross-district

#11 · Sanglicell 4930005763

distance 0.279

#12 · Sataracell 4940002895

distance 0.286 · cross-district

#13 · Sanglicell 4930005108

distance 0.288

#14 · Sanglicell 4930002714

distance 0.29

#15 · Sanglicell 4930006569

distance 0.293

#16 · Sanglicell 4930005847

distance 0.294

#17 · Sanglicell 4930006351

distance 0.295

#18 · Solapurcell 4960000043

distance 0.296 · 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":4930005332}}}'

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.