Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007102

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

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004764

distance 0.287 · cross-district

#2 · Buldhanacell 4720004157

distance 0.296 · cross-district

#3 · Punecell 4900003624

distance 0.297 · cross-district

#4 · Solapurcell 4960003270

distance 0.298 · cross-district

#5 · Ahmednagarcell 4660001157

distance 0.303 · cross-district

#6 · Sanglicell 4930007119

distance 0.307

#7 · Ahmednagarcell 4660002988

distance 0.309 · cross-district

#8 · Sataracell 4940001189

distance 0.31 · cross-district

#9 · Sanglicell 4930006819

distance 0.311

#10 · Beedcell 4700005700

distance 0.316 · cross-district

#11 · Sataracell 4940002576

distance 0.317 · cross-district

#12 · Sanglicell 4930000385

distance 0.317

#13 · Solapurcell 4960003636

distance 0.318 · cross-district

#14 · Solapurcell 4960003551

distance 0.321 · cross-district

#15 · Sanglicell 4930007039

distance 0.322

#16 · Solapurcell 4960004057

distance 0.328 · cross-district

#17 · Solapurcell 4960002260

distance 0.328 · cross-district

#18 · Sanglicell 4930005971

distance 0.33

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":4930007102}}}'

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.