Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002347

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

0.359

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740001502

distance 0.359 · cross-district

#2 · Ahmednagarcell 4660014282

distance 0.382 · cross-district

#3 · Parbhanicell 4890001282

distance 0.393 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001653

distance 0.398 · cross-district

#5 · Nashikcell 4870011802

distance 0.401 · cross-district

#6 · Nagpurcell 4840003947

distance 0.405 · cross-district

#7 · Sanglicell 4930002348

distance 0.413

#8 · Dhulecell 4740001914

distance 0.416 · cross-district

#9 · Nashikcell 4870011681

distance 0.423 · cross-district

#10 · Ahmednagarcell 4660014033

distance 0.431 · cross-district

#11 · Nashikcell 4870012044

distance 0.434 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002015

distance 0.434 · cross-district

#13 · Nagpurcell 4840004057

distance 0.435 · cross-district

#14 · Wardhacell 4980001978

distance 0.447 · cross-district

#15 · Nashikcell 4870011689

distance 0.448 · cross-district

#16 · Jalgaoncell 4780002208

distance 0.453 · cross-district

#17 · Ahmednagarcell 4660011539

distance 0.454 · cross-district

#18 · Nashikcell 4870011456

distance 0.454 · 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":4930002347}}}'

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.