Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004842

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006516

distance 0.288 · cross-district

#2 · Washimcell 4990002082

distance 0.299 · cross-district

#3 · Sanglicell 4930004843

distance 0.303

#4 · Punecell 4900005261

distance 0.31 · cross-district

#5 · Beedcell 4700005632

distance 0.314 · cross-district

#6 · Sanglicell 4930003919

distance 0.318

#7 · Jalgaoncell 4780007202

distance 0.324 · cross-district

#8 · Ahmednagarcell 4660004916

distance 0.324 · cross-district

#9 · Beedcell 4700006869

distance 0.333 · cross-district

#10 · Beedcell 4700006478

distance 0.333 · cross-district

#11 · Beedcell 4700005358

distance 0.337 · cross-district

#12 · Dhulecell 4740002180

distance 0.337 · cross-district

#13 · Sanglicell 4930004703

distance 0.339

#14 · Ahmednagarcell 4660009359

distance 0.34 · cross-district

#15 · Dhulecell 4740000565

distance 0.341 · cross-district

#16 · Washimcell 4990003138

distance 0.341 · cross-district

#17 · Ahmednagarcell 4660007756

distance 0.345 · cross-district

#18 · Akolacell 4670000149

distance 0.346 · 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":4930004842}}}'

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.