Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005978

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 10 distinct districts

Index confidence

0.91

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 · Sanglicell 4930006101

distance 0.264

#2 · Sanglicell 4930006051

distance 0.265

#3 · Sanglicell 4930005301

distance 0.306

#4 · Sanglicell 4930006951

distance 0.313

#5 · Solapurcell 4960001154

distance 0.33 · cross-district

#6 · Kolhapurcell 4800005041

distance 0.334 · cross-district

#7 · Punecell 4900002174

distance 0.336 · cross-district

#8 · Akolacell 4670002422

distance 0.337 · cross-district

#9 · Solapurcell 4960011096

distance 0.338 · cross-district

#10 · Dharashivcell 4880000323

distance 0.34 · cross-district

#11 · Dharashivcell 4880000694

distance 0.34 · cross-district

#12 · Sanglicell 4930005840

distance 0.341

#13 · Dharashivcell 4880003547

distance 0.348 · cross-district

#14 · Ahmednagarcell 4660002346

distance 0.349 · cross-district

#15 · Sataracell 4940004601

distance 0.35 · cross-district

#16 · Washimcell 4990000274

distance 0.352 · cross-district

#17 · Beedcell 4700001473

distance 0.352 · cross-district

#18 · Sanglicell 4930005318

distance 0.352

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":4930005978}}}'

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.