Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005394

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004323

distance 0.287 · cross-district

#2 · Dharashivcell 4880002535

distance 0.291 · cross-district

#3 · Sanglicell 4930003491

distance 0.311

#4 · Washimcell 4990001919

distance 0.313 · cross-district

#5 · Laturcell 4810004822

distance 0.323 · cross-district

#6 · Jalnacell 4790001273

distance 0.33 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000740

distance 0.339 · cross-district

#8 · Jalnacell 4790002465

distance 0.339 · cross-district

#9 · Dharashivcell 4880002435

distance 0.34 · cross-district

#10 · Laturcell 4810000666

distance 0.346 · cross-district

#11 · Buldhanacell 4720000909

distance 0.348 · cross-district

#12 · Dharashivcell 4880005827

distance 0.35 · cross-district

#13 · Sanglicell 4930003492

distance 0.358

#14 · Buldhanacell 4720002138

distance 0.36 · cross-district

#15 · Dharashivcell 4880002655

distance 0.362 · cross-district

#16 · Beedcell 4700007449

distance 0.362 · cross-district

#17 · Nandedcell 4850002625

distance 0.362 · cross-district

#18 · Dharashivcell 4880003895

distance 0.364 · 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":4930005394}}}'

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.