Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001255

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004652

distance 0.256

#2 · Sanglicell 4930005061

distance 0.263

#3 · Sataracell 4940004357

distance 0.29 · cross-district

#4 · Sanglicell 4930004373

distance 0.297

#5 · Solapurcell 4960003785

distance 0.302 · cross-district

#6 · Solapurcell 4960008917

distance 0.304 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690006441

distance 0.307 · cross-district

#8 · Nashikcell 4870003685

distance 0.314 · cross-district

#9 · Solapurcell 4960003505

distance 0.316 · cross-district

#10 · Nashikcell 4870003132

distance 0.325 · cross-district

#11 · Solapurcell 4960008313

distance 0.325 · cross-district

#12 · Nashikcell 4870006892

distance 0.327 · cross-district

#13 · Nashikcell 4870008203

distance 0.329 · cross-district

#14 · Nashikcell 4870006444

distance 0.329 · cross-district

#15 · Solapurcell 4960008718

distance 0.329 · cross-district

#16 · Nashikcell 4870010019

distance 0.332 · cross-district

#17 · Sataracell 4940006413

distance 0.334 · cross-district

#18 · Solapurcell 4960007922

distance 0.335 · 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":4930001255}}}'

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.