Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004436

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790006382

distance 0.272 · cross-district

#2 · Jalnacell 4790002479

distance 0.273 · cross-district

#3 · Solapurcell 4960007082

distance 0.285 · cross-district

#4 · Sanglicell 4930004130

distance 0.287

#5 · Chhatrapati Sambhajinagarcell 4690007582

distance 0.292 · cross-district

#6 · Solapurcell 4960008888

distance 0.294 · cross-district

#7 · Sanglicell 4930004724

distance 0.295

#8 · Solapurcell 4960008414

distance 0.296 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690007895

distance 0.296 · cross-district

#10 · Nagpurcell 4840006967

distance 0.302 · cross-district

#11 · Amravaticell 4680006912

distance 0.303 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690008757

distance 0.306 · cross-district

#13 · Solapurcell 4960003106

distance 0.307 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002008

distance 0.308 · cross-district

#15 · Jalnacell 4790001828

distance 0.308 · cross-district

#16 · Sanglicell 4930004286

distance 0.309

#17 · Solapurcell 4960000275

distance 0.309 · cross-district

#18 · Solapurcell 4960009503

distance 0.31 · 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":4930004436}}}'

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.