Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005053

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005054

distance 0.265

#2 · Sataracell 4940003473

distance 0.3 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006753

distance 0.314 · cross-district

#4 · Sataracell 4940006707

distance 0.314 · cross-district

#5 · Dharashivcell 4880000739

distance 0.317 · cross-district

#6 · Sataracell 4940000084

distance 0.331 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000847

distance 0.339 · cross-district

#8 · Solapurcell 4960010519

distance 0.343 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004620

distance 0.344 · cross-district

#10 · Sataracell 4940004028

distance 0.348 · cross-district

#11 · Solapurcell 4960009934

distance 0.35 · cross-district

#12 · Punecell 4900000005

distance 0.353 · cross-district

#13 · Ahmednagarcell 4660003214

distance 0.353 · cross-district

#14 · Solapurcell 4960010683

distance 0.356 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000846

distance 0.361 · cross-district

#16 · Ahmednagarcell 4660000226

distance 0.361 · cross-district

#17 · Punecell 4900001625

distance 0.361 · cross-district

#18 · Amravaticell 4680006439

distance 0.361 · 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":4930005053}}}'

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.