Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001665

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002490

distance 0.217

#2 · Sataracell 4940006734

distance 0.224 · cross-district

#3 · Sataracell 4940005870

distance 0.237 · cross-district

#4 · Sataracell 4940005261

distance 0.242 · cross-district

#5 · Sataracell 4940006068

distance 0.242 · cross-district

#6 · Buldhanacell 4720004841

distance 0.244 · cross-district

#7 · Sanglicell 4930001365

distance 0.253

#8 · Sanglicell 4930001829

distance 0.255

#9 · Sanglicell 4930004781

distance 0.257

#10 · Sanglicell 4930005647

distance 0.259

#11 · Sanglicell 4930002163

distance 0.259

#12 · Sataracell 4940005146

distance 0.259 · cross-district

#13 · Amravaticell 4680006843

distance 0.261 · cross-district

#14 · Sataracell 4940002749

distance 0.263 · cross-district

#15 · Sanglicell 4930006764

distance 0.265

#16 · Solapurcell 4960007526

distance 0.266 · cross-district

#17 · Sataracell 4940001075

distance 0.267 · cross-district

#18 · Sataracell 4940000028

distance 0.269 · 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":4930001665}}}'

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.