Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005900

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011675

distance 0.264 · cross-district

#2 · Kolhapurcell 4800004525

distance 0.278 · cross-district

#3 · Sanglicell 4930005904

distance 0.284

#4 · Sataracell 4940001112

distance 0.3 · cross-district

#5 · Sanglicell 4930006030

distance 0.306

#6 · Punecell 4900001310

distance 0.307 · cross-district

#7 · Sanglicell 4930004532

distance 0.309

#8 · Sataracell 4940008014

distance 0.311 · cross-district

#9 · Solapurcell 4960009957

distance 0.322 · cross-district

#10 · Solapurcell 4960004254

distance 0.324 · cross-district

#11 · Sataracell 4940001065

distance 0.326 · cross-district

#12 · Ahmednagarcell 4660014301

distance 0.327 · cross-district

#13 · Nashikcell 4870006001

distance 0.329 · cross-district

#14 · Punecell 4900004176

distance 0.331 · cross-district

#15 · Ahmednagarcell 4660001837

distance 0.334 · cross-district

#16 · Ahmednagarcell 4660004251

distance 0.337 · cross-district

#17 · Sanglicell 4930005975

distance 0.337

#18 · Jalnacell 4790005669

distance 0.339 · 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":4930005900}}}'

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.