Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002012

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.045

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002014

distance 0.045

#2 · Sanglicell 4930000518

distance 0.191

#3 · Jalgaoncell 4780000351

distance 0.221 · cross-district

#4 · Sanglicell 4930003026

distance 0.222

#5 · Jalgaoncell 4780000461

distance 0.223 · cross-district

#6 · Sanglicell 4930002013

distance 0.224

#7 · Jalgaoncell 4780001268

distance 0.226 · cross-district

#8 · Jalgaoncell 4780000323

distance 0.229 · cross-district

#9 · Jalgaoncell 4780000538

distance 0.23 · cross-district

#10 · Sanglicell 4930000606

distance 0.231

#11 · Jalgaoncell 4780000291

distance 0.235 · cross-district

#12 · Jalgaoncell 4780000496

distance 0.237 · cross-district

#13 · Jalgaoncell 4780003136

distance 0.243 · cross-district

#14 · Jalgaoncell 4780000728

distance 0.245 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002114

distance 0.247 · cross-district

#16 · Jalgaoncell 4780000544

distance 0.248 · cross-district

#17 · Jalgaoncell 4780000428

distance 0.248 · cross-district

#18 · Jalgaoncell 4780000426

distance 0.248 · 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":4930002012}}}'

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.