Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002225

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004352

distance 0.285 · cross-district

#2 · Punecell 4900004989

distance 0.308 · cross-district

#3 · Ahmednagarcell 4660009241

distance 0.331 · cross-district

#4 · Jalnacell 4790004132

distance 0.345 · cross-district

#5 · Nandedcell 4850005264

distance 0.345 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003018

distance 0.351 · cross-district

#7 · Ahmednagarcell 4660012032

distance 0.364 · cross-district

#8 · Sanglicell 4930001260

distance 0.365

#9 · Ahmednagarcell 4660001431

distance 0.368 · cross-district

#10 · Sataracell 4940000661

distance 0.38 · cross-district

#11 · Jalnacell 4790004045

distance 0.382 · cross-district

#12 · Solapurcell 4960012407

distance 0.382 · cross-district

#13 · Yavatmalcell 5000003252

distance 0.383 · cross-district

#14 · Sanglicell 4930001139

distance 0.384

#15 · Nashikcell 4870007046

distance 0.384 · cross-district

#16 · Punecell 4900001222

distance 0.388 · cross-district

#17 · Kolhapurcell 4800003942

distance 0.388 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003116

distance 0.403 · 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":4930002225}}}'

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.