Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001984

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001818

distance 0.338

#2 · Nandurbarcell 4860001605

distance 0.376 · cross-district

#3 · Punecell 4900003489

distance 0.387 · cross-district

#4 · Dharashivcell 4880005421

distance 0.397 · cross-district

#5 · Solapurcell 4960006098

distance 0.4 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690004767

distance 0.411 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690004794

distance 0.414 · cross-district

#8 · Nashikcell 4870009279

distance 0.414 · cross-district

#9 · Solapurcell 4960011135

distance 0.415 · cross-district

#10 · Punecell 4900002059

distance 0.416 · cross-district

#11 · Beedcell 4700004233

distance 0.421 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003737

distance 0.423 · cross-district

#13 · Punecell 4900004190

distance 0.424 · cross-district

#14 · Nashikcell 4870003082

distance 0.424 · cross-district

#15 · Ahmednagarcell 4660008386

distance 0.426 · cross-district

#16 · Beedcell 4700002294

distance 0.426 · cross-district

#17 · Nandedcell 4850006858

distance 0.428 · cross-district

#18 · Punecell 4900002213

distance 0.43 · 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":4930001984}}}'

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.