Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006821

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007131

distance 0.228

#2 · Sataracell 4940003452

distance 0.245 · cross-district

#3 · Ahmednagarcell 4660003773

distance 0.257 · cross-district

#4 · Ahmednagarcell 4660006389

distance 0.259 · cross-district

#5 · Sataracell 4940005150

distance 0.26 · cross-district

#6 · Sanglicell 4930004279

distance 0.264

#7 · Ahmednagarcell 4660014156

distance 0.265 · cross-district

#8 · Solapurcell 4960000180

distance 0.273 · cross-district

#9 · Amravaticell 4680003282

distance 0.275 · cross-district

#10 · Solapurcell 4960002982

distance 0.277 · cross-district

#11 · Sanglicell 4930006879

distance 0.284

#12 · Dharashivcell 4880000582

distance 0.284 · cross-district

#13 · Sataracell 4940001902

distance 0.285 · cross-district

#14 · Sataracell 4940005637

distance 0.288 · cross-district

#15 · Sanglicell 4930007125

distance 0.291

#16 · Sanglicell 4930004858

distance 0.296

#17 · Punecell 4900005384

distance 0.306 · cross-district

#18 · Sataracell 4940005392

distance 0.306 · 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":4930006821}}}'

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.