Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004781

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005875

distance 0.201

#2 · Sataracell 4940001075

distance 0.253 · cross-district

#3 · Sanglicell 4930001665

distance 0.257

#4 · Sanglicell 4930001831

distance 0.258

#5 · Sanglicell 4930004780

distance 0.26

#6 · Sanglicell 4930004921

distance 0.263

#7 · Sanglicell 4930005050

distance 0.266

#8 · Sataracell 4940000036

distance 0.267 · cross-district

#9 · Sanglicell 4930005713

distance 0.273

#10 · Sataracell 4940000042

distance 0.274 · cross-district

#11 · Sanglicell 4930005173

distance 0.278

#12 · Sanglicell 4930005623

distance 0.28

#13 · Sanglicell 4930005799

distance 0.281

#14 · Amravaticell 4680009740

distance 0.282 · cross-district

#15 · Sanglicell 4930005621

distance 0.283

#16 · Sanglicell 4930004669

distance 0.283

#17 · Sanglicell 4930006026

distance 0.285

#18 · Sanglicell 4930005711

distance 0.287

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":4930004781}}}'

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.