Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004051

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003721

distance 0.208

#2 · Sataracell 4940000663

distance 0.216 · cross-district

#3 · Sataracell 4940000721

distance 0.28 · cross-district

#4 · Sanglicell 4930003890

distance 0.28

#5 · Sataracell 4940000117

distance 0.294 · cross-district

#6 · Solapurcell 4960008279

distance 0.302 · cross-district

#7 · Ahmednagarcell 4660014110

distance 0.308 · cross-district

#8 · Sataracell 4940000277

distance 0.316 · cross-district

#9 · Sataracell 4940000428

distance 0.317 · cross-district

#10 · Punecell 4900000124

distance 0.323 · cross-district

#11 · Sanglicell 4930004495

distance 0.326

#12 · Sanglicell 4930004195

distance 0.329

#13 · Sataracell 4940000151

distance 0.331 · cross-district

#14 · Sataracell 4940000192

distance 0.339 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004554

distance 0.34 · cross-district

#16 · Sataracell 4940000374

distance 0.349 · cross-district

#17 · Solapurcell 4960009680

distance 0.349 · cross-district

#18 · Nashikcell 4870003002

distance 0.35 · 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":4930004051}}}'

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.