Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001656

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002320

distance 0.182

#2 · Kolhapurcell 4800006055

distance 0.229 · cross-district

#3 · Sanglicell 4930002657

distance 0.242

#4 · Sanglicell 4930001502

distance 0.249

#5 · Sanglicell 4930001501

distance 0.307

#6 · Sanglicell 4930002150

distance 0.309

#7 · Kolhapurcell 4800006056

distance 0.321 · cross-district

#8 · Ahmednagarcell 4660012777

distance 0.323 · cross-district

#9 · Ahmednagarcell 4660014544

distance 0.325 · cross-district

#10 · Ahmednagarcell 4660012776

distance 0.329 · cross-district

#11 · Nandurbarcell 4860001614

distance 0.334 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002753

distance 0.339 · cross-district

#13 · Ahmednagarcell 4660014586

distance 0.34 · cross-district

#14 · Ahmednagarcell 4660012774

distance 0.341 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002441

distance 0.346 · cross-district

#16 · Ahmednagarcell 4660013893

distance 0.351 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002640

distance 0.352 · cross-district

#18 · Ahmednagarcell 4660013252

distance 0.353 · 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":4930001656}}}'

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.