Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005735

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.474

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001835

distance 0.474 · cross-district

#2 · Sanglicell 4930000175

distance 0.478

#3 · Nagpurcell 4840005337

distance 0.483 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004264

distance 0.495 · cross-district

#5 · Nashikcell 4870005559

distance 0.5 · cross-district

#6 · Sataracell 4940008216

distance 0.502 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003492

distance 0.502 · cross-district

#8 · Punecell 4900008309

distance 0.503 · cross-district

#9 · Sataracell 4940007863

distance 0.508 · cross-district

#10 · Sataracell 4940000775

distance 0.511 · cross-district

#11 · Ahmednagarcell 4660004043

distance 0.513 · cross-district

#12 · Sataracell 4940004959

distance 0.52 · cross-district

#13 · Ahmednagarcell 4660004172

distance 0.52 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.526 · cross-district

#15 · Nagpurcell 4840001079

distance 0.527 · cross-district

#16 · Ahmednagarcell 4660004766

distance 0.534 · cross-district

#17 · Sanglicell 4930005668

distance 0.535

#18 · Ahmednagarcell 4660000710

distance 0.535 · 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":4930005735}}}'

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.