Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005443

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006120

distance 0.225

#2 · Sanglicell 4930005889

distance 0.309

#3 · Sanglicell 4930006244

distance 0.325

#4 · Ahmednagarcell 4660001941

distance 0.334 · cross-district

#5 · Akolacell 4670004480

distance 0.337 · cross-district

#6 · Sataracell 4940000531

distance 0.34 · cross-district

#7 · Sataracell 4940000154

distance 0.347 · cross-district

#8 · Akolacell 4670000215

distance 0.351 · cross-district

#9 · Ahmednagarcell 4660010761

distance 0.358 · cross-district

#10 · Punecell 4900001189

distance 0.365 · cross-district

#11 · Solapurcell 4960011560

distance 0.368 · cross-district

#12 · Sanglicell 4930005069

distance 0.369

#13 · Buldhanacell 4720008151

distance 0.37 · cross-district

#14 · Sanglicell 4930005529

distance 0.371

#15 · Sataracell 4940001073

distance 0.378 · cross-district

#16 · Sanglicell 4930003187

distance 0.379

#17 · Sataracell 4940006511

distance 0.381 · cross-district

#18 · Dharashivcell 4880005770

distance 0.383 · 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":4930005443}}}'

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.