Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005319

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003500

distance 0.297 · cross-district

#2 · Solapurcell 4960002554

distance 0.299 · cross-district

#3 · Sataracell 4940001052

distance 0.3 · cross-district

#4 · Sanglicell 4930004827

distance 0.3

#5 · Solapurcell 4960010139

distance 0.302 · cross-district

#6 · Sanglicell 4930006056

distance 0.311

#7 · Sanglicell 4930004811

distance 0.314

#8 · Akolacell 4670003246

distance 0.319 · cross-district

#9 · Sanglicell 4930005307

distance 0.321

#10 · Buldhanacell 4720007214

distance 0.323 · cross-district

#11 · Jalnacell 4790006607

distance 0.323 · cross-district

#12 · Dharashivcell 4880003541

distance 0.324 · cross-district

#13 · Sanglicell 4930004960

distance 0.326

#14 · Sanglicell 4930005064

distance 0.328

#15 · Sanglicell 4930003583

distance 0.329

#16 · Buldhanacell 4720005808

distance 0.331 · cross-district

#17 · Sataracell 4940000994

distance 0.331 · cross-district

#18 · Nagpurcell 4840007840

distance 0.334 · 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":4930005319}}}'

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.