Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004047

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

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000117

distance 0.262 · cross-district

#2 · Sataracell 4940000152

distance 0.274 · cross-district

#3 · Sanglicell 4930006544

distance 0.276

#4 · Solapurcell 4960009936

distance 0.286 · cross-district

#5 · Dharashivcell 4880000745

distance 0.292 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690004447

distance 0.295 · cross-district

#7 · Sataracell 4940000778

distance 0.302 · cross-district

#8 · Sataracell 4940001007

distance 0.302 · cross-district

#9 · Ahmednagarcell 4660014061

distance 0.313 · cross-district

#10 · Solapurcell 4960008782

distance 0.318 · cross-district

#11 · Ahmednagarcell 4660014342

distance 0.319 · cross-district

#12 · Dharashivcell 4880000312

distance 0.324 · cross-district

#13 · Solapurcell 4960007555

distance 0.334 · cross-district

#14 · Solapurcell 4960008878

distance 0.334 · cross-district

#15 · Ahmednagarcell 4660014565

distance 0.336 · cross-district

#16 · Sanglicell 4930003715

distance 0.341

#17 · Solapurcell 4960008179

distance 0.343 · cross-district

#18 · Ahmednagarcell 4660014089

distance 0.344 · 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":4930004047}}}'

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.