Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003281

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002081

distance 0.2

#2 · Sanglicell 4930001330

distance 0.205

#3 · Beedcell 4700006840

distance 0.235 · cross-district

#4 · Ahmednagarcell 4660001020

distance 0.241 · cross-district

#5 · Sanglicell 4930002585

distance 0.244

#6 · Sanglicell 4930003105

distance 0.254

#7 · Sanglicell 4930003796

distance 0.259

#8 · Solapurcell 4960005864

distance 0.26 · cross-district

#9 · Beedcell 4700001118

distance 0.262 · cross-district

#10 · Solapurcell 4960005865

distance 0.264 · cross-district

#11 · Sanglicell 4930003631

distance 0.266

#12 · Solapurcell 4960005500

distance 0.267 · cross-district

#13 · Beedcell 4700000783

distance 0.268 · cross-district

#14 · Parbhanicell 4890002098

distance 0.268 · cross-district

#15 · Beedcell 4700005882

distance 0.269 · cross-district

#16 · Solapurcell 4960006165

distance 0.271 · cross-district

#17 · Sanglicell 4930000764

distance 0.274

#18 · Sanglicell 4930002599

distance 0.275

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":4930003281}}}'

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.