Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004501

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004925

distance 0.222

#2 · Sanglicell 4930003543

distance 0.233

#3 · Sanglicell 4930003196

distance 0.285

#4 · Sataracell 4940000326

distance 0.294 · cross-district

#5 · Sanglicell 4930000909

distance 0.296

#6 · Sanglicell 4930000794

distance 0.297

#7 · Sanglicell 4930001380

distance 0.298

#8 · Sanglicell 4930004062

distance 0.31

#9 · Nashikcell 4870004126

distance 0.317 · cross-district

#10 · Solapurcell 4960007552

distance 0.32 · cross-district

#11 · Punecell 4900000113

distance 0.32 · cross-district

#12 · Sanglicell 4930001383

distance 0.322

#13 · Sanglicell 4930002845

distance 0.326

#14 · Sataracell 4940000720

distance 0.329 · cross-district

#15 · Solapurcell 4960009294

distance 0.331 · cross-district

#16 · Sataracell 4940000835

distance 0.332 · cross-district

#17 · Punecell 4900000166

distance 0.335 · cross-district

#18 · Sanglicell 4930006042

distance 0.337

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":4930004501}}}'

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.