Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006364

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003595

distance 0.235

#2 · Sataracell 4940002804

distance 0.239 · cross-district

#3 · Jalnacell 4790006008

distance 0.241 · cross-district

#4 · Sanglicell 4930003598

distance 0.25

#5 · Solapurcell 4960004022

distance 0.255 · cross-district

#6 · Sanglicell 4930003411

distance 0.256

#7 · Beedcell 4700005353

distance 0.257 · cross-district

#8 · Nashikcell 4870005441

distance 0.268 · cross-district

#9 · Akolacell 4670000243

distance 0.269 · cross-district

#10 · Solapurcell 4960006069

distance 0.269 · cross-district

#11 · Solapurcell 4960000237

distance 0.269 · cross-district

#12 · Sanglicell 4930002052

distance 0.271

#13 · Solapurcell 4960000270

distance 0.272 · cross-district

#14 · Beedcell 4700005635

distance 0.272 · cross-district

#15 · Sanglicell 4930000947

distance 0.272

#16 · Nashikcell 4870006025

distance 0.275 · cross-district

#17 · Nashikcell 4870005722

distance 0.28 · cross-district

#18 · Sataracell 4940002459

distance 0.281 · 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":4930006364}}}'

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.