Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002152

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014028

distance 0.292 · cross-district

#2 · Ahmednagarcell 4660014249

distance 0.299 · cross-district

#3 · Ahmednagarcell 4660014156

distance 0.349 · cross-district

#4 · Ahmednagarcell 4660014089

distance 0.38 · cross-district

#5 · Ahmednagarcell 4660014279

distance 0.38 · cross-district

#6 · Sataracell 4940003791

distance 0.393 · cross-district

#7 · Ahmednagarcell 4660014111

distance 0.396 · cross-district

#8 · Ahmednagarcell 4660013990

distance 0.399 · cross-district

#9 · Nashikcell 4870008805

distance 0.403 · cross-district

#10 · Nandurbarcell 4860001223

distance 0.403 · cross-district

#11 · Ahmednagarcell 4660013954

distance 0.406 · cross-district

#12 · Ahmednagarcell 4660014032

distance 0.408 · cross-district

#13 · Ahmednagarcell 4660014316

distance 0.408 · cross-district

#14 · Ahmednagarcell 4660014317

distance 0.41 · cross-district

#15 · Ahmednagarcell 4660014257

distance 0.412 · cross-district

#16 · Ahmednagarcell 4660014585

distance 0.419 · cross-district

#17 · Ahmednagarcell 4660014248

distance 0.419 · cross-district

#18 · Ahmednagarcell 4660014110

distance 0.423 · 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":4930002152}}}'

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.