Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005309

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001069

distance 0.268 · cross-district

#2 · Sanglicell 4930005529

distance 0.293

#3 · Sanglicell 4930003362

distance 0.294

#4 · Sataracell 4940003411

distance 0.297 · cross-district

#5 · Ahmednagarcell 4660005918

distance 0.298 · cross-district

#6 · Sanglicell 4930005821

distance 0.299

#7 · Sanglicell 4930004532

distance 0.304

#8 · Ahmednagarcell 4660007491

distance 0.308 · cross-district

#9 · Punecell 4900005804

distance 0.31 · cross-district

#10 · Solapurcell 4960007887

distance 0.319 · cross-district

#11 · Amravaticell 4680005880

distance 0.325 · cross-district

#12 · Sanglicell 4930002838

distance 0.331

#13 · Solapurcell 4960009488

distance 0.331 · cross-district

#14 · Sataracell 4940004859

distance 0.334 · cross-district

#15 · Kolhapurcell 4800003804

distance 0.336 · cross-district

#16 · Ahmednagarcell 4660001837

distance 0.336 · cross-district

#17 · Akolacell 4670001568

distance 0.337 · cross-district

#18 · Dharashivcell 4880005934

distance 0.341 · 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":4930005309}}}'

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.