Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002689

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008546

distance 0.321 · cross-district

#2 · Sanglicell 4930001143

distance 0.341

#3 · Sanglicell 4930002522

distance 0.347

#4 · Solapurcell 4960012405

distance 0.347 · cross-district

#5 · Ahmednagarcell 4660010748

distance 0.353 · cross-district

#6 · Beedcell 4700000985

distance 0.363 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002239

distance 0.366 · cross-district

#8 · Dharashivcell 4880004380

distance 0.367 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000029

distance 0.37 · cross-district

#10 · Parbhanicell 4890001973

distance 0.373 · cross-district

#11 · Sanglicell 4930000936

distance 0.373

#12 · Dharashivcell 4880003248

distance 0.377 · cross-district

#13 · Sanglicell 4930000821

distance 0.38

#14 · Kolhapurcell 4800005899

distance 0.381 · cross-district

#15 · Jalgaoncell 4780008397

distance 0.381 · cross-district

#16 · Nagpurcell 4840000879

distance 0.386 · cross-district

#17 · Kolhapurcell 4800005896

distance 0.387 · cross-district

#18 · Laturcell 4810002074

distance 0.388 · 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":4930002689}}}'

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.