Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005607

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005869

distance 0.105

#2 · Sanglicell 4930003319

distance 0.108

#3 · Solapurcell 4960000148

distance 0.139 · cross-district

#4 · Sanglicell 4930005782

distance 0.152

#5 · Sanglicell 4930003318

distance 0.153

#6 · Solapurcell 4960000554

distance 0.154 · cross-district

#7 · Sanglicell 4930005867

distance 0.157

#8 · Sanglicell 4930002955

distance 0.16

#9 · Sanglicell 4930002455

distance 0.162

#10 · Sanglicell 4930005398

distance 0.168

#11 · Solapurcell 4960000431

distance 0.172 · cross-district

#12 · Sanglicell 4930005509

distance 0.176

#13 · Beedcell 4700007508

distance 0.183 · cross-district

#14 · Sanglicell 4930002447

distance 0.183

#15 · Sanglicell 4930002807

distance 0.184

#16 · Solapurcell 4960003299

distance 0.186 · cross-district

#17 · Solapurcell 4960000750

distance 0.187 · cross-district

#18 · Solapurcell 4960000612

distance 0.187 · 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":4930005607}}}'

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.